
R version 2.10.1 (2009-12-14)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

  Natural language support but running in an English locale

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> 
> load("RData.sims.B.nobs1000")
> 
> #source("pscore_estimation_core1.R")
> library(Matching)
Loading required package: rgenoud
##  rgenoud (Version 5.7-1, Build Date: 2010-08-26)
##  See http://sekhon.berkeley.edu/rgenoud for additional documentation.
Loading required package: MASS
## 
##  Matching (Version 4.7-11, Build Date: 2010/09/21)
##  See http://sekhon.berkeley.edu/matching for additional documentation.
##  Please cite software as:
##   Jasjeet S. Sekhon. Forthcoming. ``Multivariate and Propensity Score Matching
##   Software with Automated Balance Optimization: The Matching package for R.''
##   Journal of Statistical Software. 
##
> 
> nboots <- 0
> print.level <- 0
> 
> #load(file="RData.simdata.B.obs1000.reps1000")
> #dta <- simdata.B.obs1000.reps1000
> #rm(simdata.B.obs1000.reps1000)
> #gc()
> 
> sims.run <- 1000
> 
> logit.bm1 <- list()
> boost.bm1 <- list()
> forest.bm1 <- list()
> nnet.bm1 <- list()
> genmatch.bm1 <- list()
> 
> genmatch.weights <- read.csv(file="simsB1.nobs1000.gm1.results", header=FALSE)
> 
> for (s in 1:sims.run)
+   {
+     cat("\n\ns:",s,"\n")
+ 
+     sdta <- as.data.frame(dta[,s])
+ 
+     #true model
+ #    lm1 <- lm(y.a~ z.a+ w1 + w2 + w3 + w4 + w8 + w9 + w10, data=sdta)
+ #    true.est[s] <- lm1$coef[2]
+ #    cat("truth:",mean(true.est[1:s]),"\n")
+ 
+     #logit
+     logit.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=logit.pscore[[s]], estimand="ATT", M=1)
+     summary(logit.m1)
+ 
+     logit.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=logit.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    logit.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=logit.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    logit.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=logit.m1, data=sdta, nboots=nboots, print.level=print.level)    
+ 
+     #boosting!
+     boost.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=boosting.pscore[[s]], estimand="ATT", M=1)
+     summary(boost.m1)
+ 
+     boost.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=boost.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    boost.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=boost.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    boost.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=boost.m1, data=sdta, nboots=nboots, print.level=print.level)        
+ 
+ 
+     #Random Forest
+     forest.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=forest.pscore[[s]], estimand="ATT", M=1)
+     summary(forest.m1)
+ 
+     forest.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=forest.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    forest.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=forest.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    forest.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=forest.m1, data=sdta, nboots=nboots, print.level=print.level)            
+ 
+ 
+     #nnet
+     nnet.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=nnet.pscore[[s]], estimand="ATT", M=1)
+     summary(nnet.m1)
+ 
+     nnet.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=nnet.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    nnet.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=nnet.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    nnet.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=nnet.m1, data=sdta, nboots=nboots, print.level=print.level)
+ 
+ 
+     #GenMatch
+ #    s <- 645
+ #    sdta <- as.data.frame(dta[,s])    
+     Xm <- cbind(logit.pscore[[s]], sdta$w1, sdta$w2, sdta$w3, sdta$w4, sdta$w5, sdta$w6, sdta$w7, sdta$w8, sdta$w9, sdta$w10)    
+     genmatch.m1 <- Match(Y=sdta$y.a, Tr=sdta$z.a, X=Xm, estimand="ATT", M=1, Weight.matrix=diag(as.real(genmatch.weights[s,])))
+     summary(genmatch.m1)
+     print(genmatch.m1$est)
+ 
+     genmatch.bm1[[s]] <- MatchBalance(z.a ~ w1+w2+w3+w4, match.out=genmatch.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    genmatch.bm2 <- MatchBalance(z.a ~ w5+w6+w7, match.out=genmatch.m1, data=sdta, nboots=nboots, print.level=print.level)
+ #    genmatch.bm3 <- MatchBalance(z.a ~ w8+w9+w10, match.out=genmatch.m1, data=sdta, nboots=nboots, print.level=print.level)    
+   }#end of sims loop


s: 1 

Estimate...  -0.40553 
AI SE......  0.068787 
T-stat.....  -5.8954 
p.val......  3.7369e-09 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  685 


Estimate...  -0.49108 
AI SE......  0.14552 
T-stat.....  -3.3745 
p.val......  0.00073938 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  587 


Estimate...  -0.31566 
AI SE......  0.066438 
T-stat.....  -4.7512 
p.val......  2.0223e-06 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  678 


Estimate...  -0.36093 
AI SE......  0.13305 
T-stat.....  -2.7128 
p.val......  0.0066719 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  21335 


Estimate...  -0.37772 
AI SE......  0.038313 
T-stat.....  -9.8587 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.3777155


s: 2 

Estimate...  -0.36093 
AI SE......  0.080109 
T-stat.....  -4.5054 
p.val......  6.6237e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  647 


Estimate...  -0.25027 
AI SE......  0.15851 
T-stat.....  -1.5788 
p.val......  0.11437 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  602 


Estimate...  -0.39139 
AI SE......  0.065835 
T-stat.....  -5.9451 
p.val......  2.7632e-09 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  690 


Estimate...  -0.50787 
AI SE......  0.15157 
T-stat.....  -3.3507 
p.val......  0.00080608 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  20909 


Estimate...  -0.38652 
AI SE......  0.053068 
T-stat.....  -7.2835 
p.val......  3.2530e-13 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3865184


s: 3 

Estimate...  -0.38544 
AI SE......  0.0627 
T-stat.....  -6.1473 
p.val......  7.8803e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  629 


Estimate...  -0.50933 
AI SE......  0.12966 
T-stat.....  -3.9282 
p.val......  8.5588e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  577 


Estimate...  -0.34554 
AI SE......  0.067216 
T-stat.....  -5.1407 
p.val......  2.7366e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  679 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.11309 
AI SE......  0.045354 
T-stat.....  -2.4935 
p.val......  0.012648 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  247599 


Estimate...  -0.42568 
AI SE......  0.049317 
T-stat.....  -8.6314 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4256758


s: 4 

Estimate...  -0.40688 
AI SE......  0.084821 
T-stat.....  -4.7969 
p.val......  1.6112e-06 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  659 


Estimate...  -0.30513 
AI SE......  0.10353 
T-stat.....  -2.9473 
p.val......  0.0032052 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  611 


Estimate...  -0.36737 
AI SE......  0.069105 
T-stat.....  -5.3161 
p.val......  1.0601e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  698 


Estimate...  -0.56454 
AI SE......  0.16925 
T-stat.....  -3.3355 
p.val......  0.00085131 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  15904 


Estimate...  -0.3577 
AI SE......  0.050211 
T-stat.....  -7.124 
p.val......  1.0489e-12 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3576993


s: 5 

Estimate...  -0.37455 
AI SE......  0.069788 
T-stat.....  -5.3669 
p.val......  8.0107e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  656 


Estimate...  -0.45162 
AI SE......  0.11056 
T-stat.....  -4.0847 
p.val......  4.413e-05 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  571 


Estimate...  -0.39923 
AI SE......  0.061543 
T-stat.....  -6.487 
p.val......  8.7567e-11 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  676 


Estimate...  -0.34738 
AI SE......  0.13066 
T-stat.....  -2.6586 
p.val......  0.0078467 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  23510 


Estimate...  -0.36389 
AI SE......  0.037 
T-stat.....  -9.835 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3638946


s: 6 

Estimate...  -0.31263 
AI SE......  0.072943 
T-stat.....  -4.286 
p.val......  1.8195e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  656 


Estimate...  -0.26440 
AI SE......  0.13022 
T-stat.....  -2.0304 
p.val......  0.042317 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  610 


Estimate...  -0.29648 
AI SE......  0.058615 
T-stat.....  -5.0581 
p.val......  4.2348e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  672 


Estimate...  -0.36802 
AI SE......  0.13045 
T-stat.....  -2.8211 
p.val......  0.0047855 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18299 


Estimate...  -0.38769 
AI SE......  0.033317 
T-stat.....  -11.637 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3876919


s: 7 

Estimate...  -0.45569 
AI SE......  0.077494 
T-stat.....  -5.8803 
p.val......  4.0943e-09 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  628 


Estimate...  -0.44041 
AI SE......  0.12295 
T-stat.....  -3.5821 
p.val......  0.00034086 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  571 


Estimate...  -0.47498 
AI SE......  0.068378 
T-stat.....  -6.9464 
p.val......  3.7479e-12 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  658 


Estimate...  -0.23042 
AI SE......  0.13040 
T-stat.....  -1.7670 
p.val......  0.077232 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  22355 


Estimate...  -0.40923 
AI SE......  0.046085 
T-stat.....  -8.88 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  437 

           [,1]
[1,] -0.4092347


s: 8 

Estimate...  -0.49359 
AI SE......  0.073284 
T-stat.....  -6.7353 
p.val......  1.6356e-11 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  632 


Estimate...  -0.51094 
AI SE......  0.11372 
T-stat.....  -4.4929 
p.val......  7.0245e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  598 


Estimate...  -0.36318 
AI SE......  0.065351 
T-stat.....  -5.5574 
p.val......  2.7384e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  681 


Estimate...  -0.42677 
AI SE......  0.14656 
T-stat.....  -2.9119 
p.val......  0.0035919 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  23006 


Estimate...  -0.41593 
AI SE......  0.046666 
T-stat.....  -8.9128 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4159302


s: 9 

Estimate...  -0.41562 
AI SE......  0.070597 
T-stat.....  -5.8872 
p.val......  3.9283e-09 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  648 


Estimate...  -0.50033 
AI SE......  0.12092 
T-stat.....  -4.1377 
p.val......  3.5075e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  594 


Estimate...  -0.39908 
AI SE......  0.066448 
T-stat.....  -6.0059 
p.val......  1.903e-09 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  652 


Estimate...  -0.29487 
AI SE......  0.13430 
T-stat.....  -2.1956 
p.val......  0.028122 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  19748 


Estimate...  -0.38637 
AI SE......  0.045789 
T-stat.....  -8.438 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

          [,1]
[1,] -0.386368


s: 10 

Estimate...  -0.43098 
AI SE......  0.071146 
T-stat.....  -6.0577 
p.val......  1.3806e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  692 


Estimate...  -0.4449 
AI SE......  0.11837 
T-stat.....  -3.7585 
p.val......  0.00017094 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  581 


Estimate...  -0.39434 
AI SE......  0.06306 
T-stat.....  -6.2534 
p.val......  4.0152e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  670 


Estimate...  -0.31297 
AI SE......  0.16710 
T-stat.....  -1.8729 
p.val......  0.061081 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  16492 


Estimate...  -0.40837 
AI SE......  0.036928 
T-stat.....  -11.058 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4083659


s: 11 

Estimate...  -0.40322 
AI SE......  0.073966 
T-stat.....  -5.4513 
p.val......  4.999e-08 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  690 


Estimate...  -0.54506 
AI SE......  0.12909 
T-stat.....  -4.2224 
p.val......  2.4167e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  621 


Estimate...  -0.36958 
AI SE......  0.060478 
T-stat.....  -6.1109 
p.val......  9.9059e-10 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  677 


Estimate...  -0.48138 
AI SE......  0.14633 
T-stat.....  -3.2896 
p.val......  0.0010032 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  16956 


Estimate...  -0.41432 
AI SE......  0.046107 
T-stat.....  -8.9859 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4143152


s: 12 

Estimate...  -0.36333 
AI SE......  0.07585 
T-stat.....  -4.7901 
p.val......  1.6669e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  654 


Estimate...  -0.32342 
AI SE......  0.13527 
T-stat.....  -2.3908 
p.val......  0.016811 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  581 


Estimate...  -0.38223 
AI SE......  0.064852 
T-stat.....  -5.894 
p.val......  3.7707e-09 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  650 


Estimate...  -0.029491 
AI SE......  0.19421 
T-stat.....  -0.15185 
p.val......  0.8793 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  16373 


Estimate...  -0.35954 
AI SE......  0.061835 
T-stat.....  -5.8144 
p.val......  6.0852e-09 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.3595359


s: 13 

Estimate...  -0.43503 
AI SE......  0.067296 
T-stat.....  -6.4645 
p.val......  1.0165e-10 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  651 


Estimate...  -0.40069 
AI SE......  0.13631 
T-stat.....  -2.9394 
p.val......  0.0032881 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  601 


Estimate...  -0.43211 
AI SE......  0.059268 
T-stat.....  -7.2908 
p.val......  3.082e-13 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  628 


Estimate...  -0.46373 
AI SE......  0.12863 
T-stat.....  -3.605 
p.val......  0.00031214 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  19950 


Estimate...  -0.38738 
AI SE......  0.048842 
T-stat.....  -7.9313 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3873787


s: 14 

Estimate...  -0.35977 
AI SE......  0.082414 
T-stat.....  -4.3654 
p.val......  1.2689e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  659 


Estimate...  -0.52784 
AI SE......  0.15023 
T-stat.....  -3.5135 
p.val......  0.0004422 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  605 


Estimate...  -0.39506 
AI SE......  0.07157 
T-stat.....  -5.5198 
p.val......  3.3937e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  687 


Estimate...  -0.45179 
AI SE......  0.14953 
T-stat.....  -3.0214 
p.val......  0.0025157 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  19671 


Estimate...  -0.41555 
AI SE......  0.064769 
T-stat.....  -6.4159 
p.val......  1.3996e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4155512


s: 15 

Estimate...  -0.3588 
AI SE......  0.0656 
T-stat.....  -5.4695 
p.val......  4.5124e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  674 


Estimate...  -0.47186 
AI SE......  0.10453 
T-stat.....  -4.514 
p.val......  6.3622e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  590 


Estimate...  -0.29994 
AI SE......  0.061571 
T-stat.....  -4.8715 
p.val......  1.1076e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  703 


Estimate...  -0.40911 
AI SE......  0.13542 
T-stat.....  -3.021 
p.val......  0.0025193 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  22532 


Estimate...  -0.37016 
AI SE......  0.035007 
T-stat.....  -10.574 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3701590


s: 16 

Estimate...  -0.48982 
AI SE......  0.071915 
T-stat.....  -6.811 
p.val......  9.6898e-12 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  653 


Estimate...  -0.76612 
AI SE......  0.15101 
T-stat.....  -5.0734 
p.val......  3.9076e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  636 


Estimate...  -0.41711 
AI SE......  0.06521 
T-stat.....  -6.3964 
p.val......  1.5910e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  675 


Estimate...  -0.44264 
AI SE......  0.13393 
T-stat.....  -3.3049 
p.val......  0.0009501 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  22717 


Estimate...  -0.43401 
AI SE......  0.057241 
T-stat.....  -7.5822 
p.val......  3.3973e-14 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4340125


s: 17 

Estimate...  -0.3569 
AI SE......  0.077316 
T-stat.....  -4.6162 
p.val......  3.9091e-06 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  636 


Estimate...  -0.32946 
AI SE......  0.10661 
T-stat.....  -3.0902 
p.val......  0.0019999 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  577 


Estimate...  -0.38341 
AI SE......  0.068176 
T-stat.....  -5.6237 
p.val......  1.8688e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  667 


Estimate...  -0.27940 
AI SE......  0.11204 
T-stat.....  -2.4936 
p.val......  0.012644 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  24016 


Estimate...  -0.37841 
AI SE......  0.037434 
T-stat.....  -10.109 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3784096


s: 18 

Estimate...  -0.4009 
AI SE......  0.068572 
T-stat.....  -5.8464 
p.val......  5.0221e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  625 


Estimate...  -0.52375 
AI SE......  0.1368 
T-stat.....  -3.8286 
p.val......  0.0001289 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  596 


Estimate...  -0.38244 
AI SE......  0.064455 
T-stat.....  -5.9334 
p.val......  2.9671e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  697 


Estimate...  -0.62895 
AI SE......  0.139 
T-stat.....  -4.5248 
p.val......  6.0445e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  19469 


Estimate...  -0.37875 
AI SE......  0.05016 
T-stat.....  -7.5509 
p.val......  4.3299e-14 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3787509


s: 19 

Estimate...  -0.38808 
AI SE......  0.068805 
T-stat.....  -5.6403 
p.val......  1.6977e-08 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  623 


Estimate...  -0.35183 
AI SE......  0.12381 
T-stat.....  -2.8416 
p.val......  0.0044885 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  578 


Estimate...  -0.30665 
AI SE......  0.064848 
T-stat.....  -4.7287 
p.val......  2.2591e-06 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  667 


Estimate...  -0.5942 
AI SE......  0.14160 
T-stat.....  -4.1964 
p.val......  2.712e-05 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  23183 


Estimate...  -0.42584 
AI SE......  0.051783 
T-stat.....  -8.2237 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.4258432


s: 20 

Estimate...  -0.28965 
AI SE......  0.085152 
T-stat.....  -3.4016 
p.val......  0.00066986 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  642 


Estimate...  -0.42453 
AI SE......  0.10740 
T-stat.....  -3.9527 
p.val......  7.7262e-05 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  575 


Estimate...  -0.37002 
AI SE......  0.067426 
T-stat.....  -5.4878 
p.val......  4.0708e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  692 


Estimate...  -0.607 
AI SE......  0.20925 
T-stat.....  -2.9009 
p.val......  0.0037212 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  14425 


Estimate...  -0.37243 
AI SE......  0.057943 
T-stat.....  -6.4276 
p.val......  1.2964e-10 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3724337


s: 21 

Estimate...  -0.2968 
AI SE......  0.068108 
T-stat.....  -4.3578 
p.val......  1.3140e-05 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  670 


Estimate...  -0.30639 
AI SE......  0.11384 
T-stat.....  -2.6913 
p.val......  0.0071171 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  591 


Estimate...  -0.27643 
AI SE......  0.059383 
T-stat.....  -4.6549 
p.val......  3.2407e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  672 


Estimate...  -0.39863 
AI SE......  0.15446 
T-stat.....  -2.5807 
p.val......  0.0098599 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  26331 


Estimate...  -0.36059 
AI SE......  0.025954 
T-stat.....  -13.893 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3605894


s: 22 

Estimate...  -0.43201 
AI SE......  0.070986 
T-stat.....  -6.0859 
p.val......  1.1586e-09 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  688 


Estimate...  -0.34925 
AI SE......  0.15757 
T-stat.....  -2.2166 
p.val......  0.026654 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  596 


Estimate...  -0.41283 
AI SE......  0.059675 
T-stat.....  -6.918 
p.val......  4.5821e-12 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  680 


Estimate...  -0.33399 
AI SE......  0.19360 
T-stat.....  -1.7251 
p.val......  0.084511 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  18204 


Estimate...  -0.39394 
AI SE......  0.059228 
T-stat.....  -6.6513 
p.val......  2.9047e-11 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

          [,1]
[1,] -0.393943


s: 23 

Estimate...  -0.43946 
AI SE......  0.072355 
T-stat.....  -6.0736 
p.val......  1.2504e-09 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  664 


Estimate...  -0.53501 
AI SE......  0.14035 
T-stat.....  -3.8121 
p.val......  0.00013778 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  598 


Estimate...  -0.42264 
AI SE......  0.066927 
T-stat.....  -6.315 
p.val......  2.7009e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  719 


Estimate...  -0.27598 
AI SE......  0.15648 
T-stat.....  -1.7637 
p.val......  0.077789 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  22303 


Estimate...  -0.41479 
AI SE......  0.039435 
T-stat.....  -10.518 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4147851


s: 24 

Estimate...  -0.59869 
AI SE......  0.08066 
T-stat.....  -7.4224 
p.val......  1.1502e-13 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  627 


Estimate...  -0.6891 
AI SE......  0.13945 
T-stat.....  -4.9417 
p.val......  7.7444e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  599 


Estimate...  -0.43274 
AI SE......  0.065153 
T-stat.....  -6.6419 
p.val......  3.0969e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  666 


Estimate...  -0.68313 
AI SE......  0.14287 
T-stat.....  -4.7816 
p.val......  1.7388e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  17451 


Estimate...  -0.43587 
AI SE......  0.049452 
T-stat.....  -8.8139 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4358651


s: 25 

Estimate...  -0.45343 
AI SE......  0.075442 
T-stat.....  -6.0103 
p.val......  1.8513e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  650 


Estimate...  -0.40344 
AI SE......  0.14580 
T-stat.....  -2.7671 
p.val......  0.0056551 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  595 


Estimate...  -0.37968 
AI SE......  0.060837 
T-stat.....  -6.241 
p.val......  4.3493e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  669 


Estimate...  -0.32230 
AI SE......  0.14768 
T-stat.....  -2.1824 
p.val......  0.029077 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  18284 


Estimate...  -0.4089 
AI SE......  0.046348 
T-stat.....  -8.8224 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4089014


s: 26 

Estimate...  -0.38071 
AI SE......  0.071017 
T-stat.....  -5.3608 
p.val......  8.2866e-08 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  627 


Estimate...  -0.44476 
AI SE......  0.11962 
T-stat.....  -3.7182 
p.val......  0.00020066 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  609 


Estimate...  -0.30603 
AI SE......  0.065761 
T-stat.....  -4.6537 
p.val......  3.2608e-06 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  684 


Estimate...  -0.37294 
AI SE......  0.10194 
T-stat.....  -3.6585 
p.val......  0.00025372 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  21461 


Estimate...  -0.44958 
AI SE......  0.050882 
T-stat.....  -8.8358 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.4495833


s: 27 

Estimate...  -0.43869 
AI SE......  0.068807 
T-stat.....  -6.3757 
p.val......  1.8213e-10 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  691 


Estimate...  -0.50214 
AI SE......  0.11544 
T-stat.....  -4.3498 
p.val......  1.3626e-05 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  613 


Estimate...  -0.50597 
AI SE......  0.063669 
T-stat.....  -7.9468 
p.val......  1.9984e-15 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  686 


Estimate...  -0.45378 
AI SE......  0.14191 
T-stat.....  -3.1977 
p.val......  0.0013853 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  20173 


Estimate...  -0.35464 
AI SE......  0.027607 
T-stat.....  -12.846 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

          [,1]
[1,] -0.354636


s: 28 

Estimate...  -0.34417 
AI SE......  0.060668 
T-stat.....  -5.6731 
p.val......  1.4022e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  664 


Estimate...  -0.47941 
AI SE......  0.10985 
T-stat.....  -4.3641 
p.val......  1.2765e-05 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  576 


Estimate...  -0.30333 
AI SE......  0.061315 
T-stat.....  -4.9472 
p.val......  7.5294e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  645 


Estimate...  -0.46544 
AI SE......  0.13764 
T-stat.....  -3.3817 
p.val......  0.0007205 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  20539 


Estimate...  -0.32131 
AI SE......  0.036354 
T-stat.....  -8.8385 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3213102


s: 29 

Estimate...  -0.38751 
AI SE......  0.088016 
T-stat.....  -4.4027 
p.val......  1.0690e-05 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  655 


Estimate...  -0.60537 
AI SE......  0.16775 
T-stat.....  -3.6087 
p.val......  0.00030772 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  540 


Estimate...  -0.33124 
AI SE......  0.06728 
T-stat.....  -4.9234 
p.val......  8.507e-07 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  665 


Estimate...  -0.47119 
AI SE......  0.16947 
T-stat.....  -2.7804 
p.val......  0.005429 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  22946 


Estimate...  -0.42395 
AI SE......  0.060861 
T-stat.....  -6.9658 
p.val......  3.2647e-12 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  438 

           [,1]
[1,] -0.4239482


s: 30 

Estimate...  -0.52876 
AI SE......  0.080283 
T-stat.....  -6.5862 
p.val......  4.5126e-11 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  628 


Estimate...  -0.37014 
AI SE......  0.13560 
T-stat.....  -2.7297 
p.val......  0.0063395 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  582 


Estimate...  -0.37314 
AI SE......  0.071324 
T-stat.....  -5.2317 
p.val......  1.6797e-07 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  652 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.23045 
AI SE......  0.043785 
T-stat.....  -5.2632 
p.val......  1.4154e-07 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  245100 


Estimate...  -0.40854 
AI SE......  0.053914 
T-stat.....  -7.5777 
p.val......  3.5083e-14 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  430 

          [,1]
[1,] -0.408544


s: 31 

Estimate...  -0.45798 
AI SE......  0.075932 
T-stat.....  -6.0314 
p.val......  1.6250e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  666 


Estimate...  -0.50062 
AI SE......  0.097898 
T-stat.....  -5.1136 
p.val......  3.1603e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  609 


Estimate...  -0.41894 
AI SE......  0.064059 
T-stat.....  -6.54 
p.val......  6.1545e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  679 


Estimate...  -0.41937 
AI SE......  0.15323 
T-stat.....  -2.7369 
p.val......  0.0062028 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  18263 


Estimate...  -0.39447 
AI SE......  0.035178 
T-stat.....  -11.213 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3944699


s: 32 

Estimate...  -0.32692 
AI SE......  0.070716 
T-stat.....  -4.6229 
p.val......  3.7836e-06 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  703 


Estimate...  -0.61794 
AI SE......  0.11679 
T-stat.....  -5.291 
p.val......  1.2163e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  626 


Estimate...  -0.44427 
AI SE......  0.063888 
T-stat.....  -6.954 
p.val......  3.5514e-12 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  693 


Estimate...  -0.35680 
AI SE......  0.12789 
T-stat.....  -2.7898 
p.val......  0.0052743 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  21269 


Estimate...  -0.43483 
AI SE......  0.062574 
T-stat.....  -6.949 
p.val......  3.6793e-12 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4348259


s: 33 

Estimate...  -0.45175 
AI SE......  0.070278 
T-stat.....  -6.428 
p.val......  1.2932e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  673 


Estimate...  -0.39955 
AI SE......  0.17207 
T-stat.....  -2.322 
p.val......  0.020232 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  606 


Estimate...  -0.44643 
AI SE......  0.068694 
T-stat.....  -6.4988 
p.val......  8.0957e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  692 


Estimate...  -0.27521 
AI SE......  0.14748 
T-stat.....  -1.8661 
p.val......  0.062023 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  20401 


Estimate...  -0.4143 
AI SE......  0.050857 
T-stat.....  -8.1464 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4142969


s: 34 

Estimate...  -0.42228 
AI SE......  0.066164 
T-stat.....  -6.3823 
p.val......  1.7444e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  646 


Estimate...  -0.44949 
AI SE......  0.11169 
T-stat.....  -4.0244 
p.val......  5.7132e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  577 


Estimate...  -0.28597 
AI SE......  0.06696 
T-stat.....  -4.2707 
p.val......  1.9483e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  655 


Estimate...  -0.10771 
AI SE......  0.16878 
T-stat.....  -0.6382 
p.val......  0.52335 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  19697 


Estimate...  -0.37466 
AI SE......  0.055924 
T-stat.....  -6.6994 
p.val......  2.0924e-11 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3746594


s: 35 

Estimate...  -0.42681 
AI SE......  0.072931 
T-stat.....  -5.8523 
p.val......  4.8492e-09 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  642 


Estimate...  -0.52389 
AI SE......  0.098495 
T-stat.....  -5.319 
p.val......  1.0437e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  605 


Estimate...  -0.41731 
AI SE......  0.063472 
T-stat.....  -6.5746 
p.val......  4.8772e-11 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  660 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.36121 
AI SE......  0.043486 
T-stat.....  -8.3064 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  248236 


Estimate...  -0.40812 
AI SE......  0.035119 
T-stat.....  -11.621 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

         [,1]
[1,] -0.40812


s: 36 

Estimate...  -0.39578 
AI SE......  0.063004 
T-stat.....  -6.2818 
p.val......  3.3473e-10 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  662 


Estimate...  -0.4453 
AI SE......  0.11470 
T-stat.....  -3.8824 
p.val......  0.00010344 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  610 


Estimate...  -0.40877 
AI SE......  0.068167 
T-stat.....  -5.9967 
p.val......  2.0141e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  671 


Estimate...  -0.20393 
AI SE......  0.15714 
T-stat.....  -1.2978 
p.val......  0.19436 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  16428 


Estimate...  -0.3778 
AI SE......  0.061308 
T-stat.....  -6.1624 
p.val......  7.1662e-10 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3778012


s: 37 

Estimate...  -0.31182 
AI SE......  0.074919 
T-stat.....  -4.1621 
p.val......  3.1532e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  647 


Estimate...  -0.18710 
AI SE......  0.17548 
T-stat.....  -1.0662 
p.val......  0.28632 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  616 


Estimate...  -0.35624 
AI SE......  0.085152 
T-stat.....  -4.1836 
p.val......  2.8698e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  651 


Estimate...  -0.23278 
AI SE......  0.14749 
T-stat.....  -1.5782 
p.val......  0.11451 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  21492 


Estimate...  -0.34451 
AI SE......  0.052201 
T-stat.....  -6.5997 
p.val......  4.1195e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3445147


s: 38 

Estimate...  -0.40899 
AI SE......  0.084912 
T-stat.....  -4.8167 
p.val......  1.4597e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  638 


Estimate...  -0.5483 
AI SE......  0.16693 
T-stat.....  -3.2847 
p.val......  0.0010209 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  614 


Estimate...  -0.41962 
AI SE......  0.067836 
T-stat.....  -6.1858 
p.val......  6.1774e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  721 


Estimate...  -0.38088 
AI SE......  0.15501 
T-stat.....  -2.4571 
p.val......  0.014005 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  20725 


Estimate...  -0.39087 
AI SE......  0.046599 
T-stat.....  -8.3879 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3908678


s: 39 

Estimate...  -0.4016 
AI SE......  0.064623 
T-stat.....  -6.2145 
p.val......  5.1484e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  647 


Estimate...  -0.53615 
AI SE......  0.11317 
T-stat.....  -4.7374 
p.val......  2.1645e-06 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  586 


Estimate...  -0.36568 
AI SE......  0.059077 
T-stat.....  -6.1899 
p.val......  6.0191e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  667 


Estimate...  -0.36102 
AI SE......  0.22304 
T-stat.....  -1.6186 
p.val......  0.10553 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  17074 


Estimate...  -0.41659 
AI SE......  0.041108 
T-stat.....  -10.134 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4165930


s: 40 

Estimate...  -0.30646 
AI SE......  0.068913 
T-stat.....  -4.447 
p.val......  8.7082e-06 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  704 


Estimate...  -0.39818 
AI SE......  0.13936 
T-stat.....  -2.8572 
p.val......  0.0042738 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  621 


Estimate...  -0.34464 
AI SE......  0.059916 
T-stat.....  -5.752 
p.val......  8.8169e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  694 


Estimate...  -0.36626 
AI SE......  0.23710 
T-stat.....  -1.5447 
p.val......  0.12241 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  14186 


Estimate...  -0.38742 
AI SE......  0.062794 
T-stat.....  -6.1697 
p.val......  6.8429e-10 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3874172


s: 41 

Estimate...  -0.34611 
AI SE......  0.059971 
T-stat.....  -5.7714 
p.val......  7.8634e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  635 


Estimate...  -0.31798 
AI SE......  0.15453 
T-stat.....  -2.0577 
p.val......  0.039617 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  595 


Estimate...  -0.33776 
AI SE......  0.061204 
T-stat.....  -5.5186 
p.val......  3.4180e-08 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  675 


Estimate...  -0.34569 
AI SE......  0.14539 
T-stat.....  -2.3776 
p.val......  0.017425 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  19673 


Estimate...  -0.38062 
AI SE......  0.040307 
T-stat.....  -9.443 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

          [,1]
[1,] -0.380617


s: 42 

Estimate...  -0.3993 
AI SE......  0.075049 
T-stat.....  -5.3205 
p.val......  1.0346e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  670 


Estimate...  -0.46383 
AI SE......  0.10556 
T-stat.....  -4.3939 
p.val......  1.1134e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  594 


Estimate...  -0.41814 
AI SE......  0.06177 
T-stat.....  -6.7693 
p.val......  1.2942e-11 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  681 


Estimate...  -0.45956 
AI SE......  0.18772 
T-stat.....  -2.4481 
p.val......  0.014360 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  15128 


Estimate...  -0.37857 
AI SE......  0.039283 
T-stat.....  -9.637 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3785713


s: 43 

Estimate...  -0.44956 
AI SE......  0.071505 
T-stat.....  -6.2871 
p.val......  3.2337e-10 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  597 


Estimate...  -0.59888 
AI SE......  0.16047 
T-stat.....  -3.7321 
p.val......  0.00018991 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  562 


Estimate...  -0.32896 
AI SE......  0.064053 
T-stat.....  -5.1357 
p.val......  2.8106e-07 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  621 


Estimate...  -0.61432 
AI SE......  0.15629 
T-stat.....  -3.9308 
p.val......  8.4672e-05 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  17462 


Estimate...  -0.40091 
AI SE......  0.033781 
T-stat.....  -11.868 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4009143


s: 44 

Estimate...  -0.44392 
AI SE......  0.058552 
T-stat.....  -7.5816 
p.val......  3.4195e-14 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  645 


Estimate...  -0.35495 
AI SE......  0.11208 
T-stat.....  -3.1670 
p.val......  0.0015404 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  584 


Estimate...  -0.41232 
AI SE......  0.056799 
T-stat.....  -7.2592 
p.val......  3.8947e-13 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  700 


Estimate...  -0.50401 
AI SE......  0.11122 
T-stat.....  -4.5315 
p.val......  5.8559e-06 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  28614 


Estimate...  -0.41012 
AI SE......  0.047604 
T-stat.....  -8.6153 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.4101181


s: 45 

Estimate...  -0.42682 
AI SE......  0.074402 
T-stat.....  -5.7366 
p.val......  9.6574e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  652 


Estimate...  -0.42382 
AI SE......  0.13354 
T-stat.....  -3.1739 
p.val......  0.0015043 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  603 


Estimate...  -0.31304 
AI SE......  0.066287 
T-stat.....  -4.7225 
p.val......  2.3301e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  696 


Estimate...  -0.37614 
AI SE......  0.15642 
T-stat.....  -2.4047 
p.val......  0.016184 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  19977 


Estimate...  -0.38237 
AI SE......  0.066574 
T-stat.....  -5.7435 
p.val......  9.2744e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3823681


s: 46 

Estimate...  -0.42708 
AI SE......  0.073628 
T-stat.....  -5.8005 
p.val......  6.6104e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  678 


Estimate...  -0.4572 
AI SE......  0.11956 
T-stat.....  -3.8240 
p.val......  0.00013128 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  601 


Estimate...  -0.38772 
AI SE......  0.068352 
T-stat.....  -5.6723 
p.val......  1.4086e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  677 


Estimate...  -0.41457 
AI SE......  0.15462 
T-stat.....  -2.6813 
p.val......  0.0073347 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  21113 


Estimate...  -0.39787 
AI SE......  0.049138 
T-stat.....  -8.0969 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3978653


s: 47 

Estimate...  -0.4165 
AI SE......  0.068955 
T-stat.....  -6.0401 
p.val......  1.5400e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  640 


Estimate...  -0.52312 
AI SE......  0.12352 
T-stat.....  -4.2351 
p.val......  2.2844e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  590 


Estimate...  -0.28113 
AI SE......  0.06741 
T-stat.....  -4.1705 
p.val......  3.0398e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  649 


Estimate...  -0.42808 
AI SE......  0.13690 
T-stat.....  -3.1269 
p.val......  0.0017666 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  26436 


Estimate...  -0.37659 
AI SE......  0.058302 
T-stat.....  -6.4593 
p.val......  1.0520e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

          [,1]
[1,] -0.376589


s: 48 

Estimate...  -0.43209 
AI SE......  0.069985 
T-stat.....  -6.174 
p.val......  6.6567e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  685 


Estimate...  -0.46486 
AI SE......  0.12427 
T-stat.....  -3.7406 
p.val......  0.00018357 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  604 


Estimate...  -0.33926 
AI SE......  0.065654 
T-stat.....  -5.1673 
p.val......  2.3745e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  723 


Estimate...  -0.24552 
AI SE......  0.13218 
T-stat.....  -1.8575 
p.val......  0.063245 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  19241 


Estimate...  -0.40989 
AI SE......  0.041387 
T-stat.....  -9.9038 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.4098886


s: 49 

Estimate...  -0.43492 
AI SE......  0.074835 
T-stat.....  -5.8117 
p.val......  6.1859e-09 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  619 


Estimate...  -0.52921 
AI SE......  0.13768 
T-stat.....  -3.8439 
p.val......  0.0001211 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  555 


Estimate...  -0.35783 
AI SE......  0.06754 
T-stat.....  -5.298 
p.val......  1.1708e-07 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  654 


Estimate...  -0.35922 
AI SE......  0.16852 
T-stat.....  -2.1316 
p.val......  0.033041 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  18993 


Estimate...  -0.37603 
AI SE......  0.045683 
T-stat.....  -8.2313 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  434 

           [,1]
[1,] -0.3760313


s: 50 

Estimate...  -0.38925 
AI SE......  0.072048 
T-stat.....  -5.4027 
p.val......  6.5661e-08 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  628 


Estimate...  -0.413 
AI SE......  0.15000 
T-stat.....  -2.7534 
p.val......  0.0058987 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  586 


Estimate...  -0.39825 
AI SE......  0.067196 
T-stat.....  -5.9266 
p.val......  3.0919e-09 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  699 


Estimate...  -0.65262 
AI SE......  0.13810 
T-stat.....  -4.7258 
p.val......  2.2924e-06 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  16897 


Estimate...  -0.42777 
AI SE......  0.058613 
T-stat.....  -7.2982 
p.val......  2.9154e-13 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.4277721


s: 51 

Estimate...  -0.37511 
AI SE......  0.09211 
T-stat.....  -4.0724 
p.val......  4.6527e-05 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  649 


Estimate...  -0.50997 
AI SE......  0.13257 
T-stat.....  -3.8469 
p.val......  0.00011963 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  574 


Estimate...  -0.35064 
AI SE......  0.066515 
T-stat.....  -5.2716 
p.val......  1.3521e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  658 


Estimate...  -0.34327 
AI SE......  0.1563 
T-stat.....  -2.1962 
p.val......  0.028075 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  19170 


Estimate...  -0.40179 
AI SE......  0.053461 
T-stat.....  -7.5155 
p.val......  5.6621e-14 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.4017866


s: 52 

Estimate...  -0.45718 
AI SE......  0.073652 
T-stat.....  -6.2073 
p.val......  5.3918e-10 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  637 


Estimate...  -0.74454 
AI SE......  0.17009 
T-stat.....  -4.3775 
p.val......  1.2006e-05 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  595 


Estimate...  -0.33717 
AI SE......  0.065007 
T-stat.....  -5.1866 
p.val......  2.1412e-07 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  642 


Estimate...  -0.49503 
AI SE......  0.1731 
T-stat.....  -2.8598 
p.val......  0.0042394 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  16850 


Estimate...  -0.33646 
AI SE......  0.042931 
T-stat.....  -7.8372 
p.val......  4.6629e-15 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  441 

           [,1]
[1,] -0.3364615


s: 53 

Estimate...  -0.38419 
AI SE......  0.070808 
T-stat.....  -5.4257 
p.val......  5.7723e-08 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  685 


Estimate...  -0.37939 
AI SE......  0.12256 
T-stat.....  -3.0957 
p.val......  0.0019636 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  627 


Estimate...  -0.42524 
AI SE......  0.071578 
T-stat.....  -5.941 
p.val......  2.8332e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  715 


Estimate...  -0.36077 
AI SE......  0.12093 
T-stat.....  -2.9834 
p.val......  0.0028503 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  19057 


Estimate...  -0.41902 
AI SE......  0.059861 
T-stat.....  -6.9999 
p.val......  2.5613e-12 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.4190188


s: 54 

Estimate...  -0.4654 
AI SE......  0.073281 
T-stat.....  -6.3509 
p.val......  2.1406e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  683 


Estimate...  -0.39578 
AI SE......  0.14499 
T-stat.....  -2.7296 
p.val......  0.0063405 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  616 


Estimate...  -0.42834 
AI SE......  0.064073 
T-stat.....  -6.6852 
p.val......  2.3062e-11 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  721 


Estimate...  -0.57467 
AI SE......  0.12771 
T-stat.....  -4.4999 
p.val......  6.799e-06 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  31923 


Estimate...  -0.42192 
AI SE......  0.044329 
T-stat.....  -9.518 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4219225


s: 55 

Estimate...  -0.33419 
AI SE......  0.061124 
T-stat.....  -5.4675 
p.val......  4.5643e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  659 


Estimate...  -0.48894 
AI SE......  0.099678 
T-stat.....  -4.9052 
p.val......  9.332e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  583 


Estimate...  -0.3641 
AI SE......  0.056097 
T-stat.....  -6.4905 
p.val......  8.5528e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  685 


Estimate...  -0.32365 
AI SE......  0.15485 
T-stat.....  -2.0901 
p.val......  0.03661 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  18647 


Estimate...  -0.41604 
AI SE......  0.055533 
T-stat.....  -7.4918 
p.val......  6.7946e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4160421


s: 56 

Estimate...  -0.4329 
AI SE......  0.07056 
T-stat.....  -6.1351 
p.val......  8.5094e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  633 


Estimate...  -0.65311 
AI SE......  0.12308 
T-stat.....  -5.3063 
p.val......  1.1188e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  597 


Estimate...  -0.36981 
AI SE......  0.064982 
T-stat.....  -5.6909 
p.val......  1.2638e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  677 


Estimate...  -0.53988 
AI SE......  0.13603 
T-stat.....  -3.9688 
p.val......  7.224e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  19497 


Estimate...  -0.40363 
AI SE......  0.06054 
T-stat.....  -6.6672 
p.val......  2.6078e-11 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4036267


s: 57 

Estimate...  -0.44638 
AI SE......  0.075398 
T-stat.....  -5.9203 
p.val......  3.2137e-09 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  673 


Estimate...  -0.21379 
AI SE......  0.14930 
T-stat.....  -1.4320 
p.val......  0.15216 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  573 


Estimate...  -0.31934 
AI SE......  0.080487 
T-stat.....  -3.9676 
p.val......  7.2593e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  677 


Estimate...  -0.12511 
AI SE......  0.1444 
T-stat.....  -0.8664 
p.val......  0.38627 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  16784 


Estimate...  -0.40111 
AI SE......  0.054885 
T-stat.....  -7.3082 
p.val......  2.7067e-13 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.4011121


s: 58 

Estimate...  -0.41783 
AI SE......  0.074271 
T-stat.....  -5.6258 
p.val......  1.8466e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  681 


Estimate...  -0.54883 
AI SE......  0.13052 
T-stat.....  -4.205 
p.val......  2.6108e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  600 


Estimate...  -0.31175 
AI SE......  0.068745 
T-stat.....  -4.5348 
p.val......  5.7658e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  672 


Estimate...  -0.59038 
AI SE......  0.20497 
T-stat.....  -2.8803 
p.val......  0.0039734 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  13240 


Estimate...  -0.41001 
AI SE......  0.045873 
T-stat.....  -8.9379 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4100051


s: 59 

Estimate...  -0.43434 
AI SE......  0.077969 
T-stat.....  -5.5706 
p.val......  2.5381e-08 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  633 


Estimate...  -0.45957 
AI SE......  0.11798 
T-stat.....  -3.8954 
p.val......  9.8049e-05 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  559 


Estimate...  -0.33702 
AI SE......  0.064614 
T-stat.....  -5.2159 
p.val......  1.8289e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  686 


Estimate...  -0.36424 
AI SE......  0.17633 
T-stat.....  -2.0657 
p.val......  0.038855 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  18607 


Estimate...  -0.37086 
AI SE......  0.051734 
T-stat.....  -7.1687 
p.val......  7.574e-13 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3708598


s: 60 

Estimate...  -0.42832 
AI SE......  0.074092 
T-stat.....  -5.7809 
p.val......  7.431e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  656 


Estimate...  -0.42065 
AI SE......  0.12231 
T-stat.....  -3.4392 
p.val......  0.00058347 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  621 


Estimate...  -0.34317 
AI SE......  0.061657 
T-stat.....  -5.5658 
p.val......  2.6102e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  661 


Estimate...  -0.65942 
AI SE......  0.13234 
T-stat.....  -4.9829 
p.val......  6.263e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  17376 


Estimate...  -0.37655 
AI SE......  0.0481 
T-stat.....  -7.8285 
p.val......  4.885e-15 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

          [,1]
[1,] -0.376551


s: 61 

Estimate...  -0.42288 
AI SE......  0.068384 
T-stat.....  -6.1839 
p.val......  6.2556e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  664 


Estimate...  -0.45812 
AI SE......  0.11341 
T-stat.....  -4.0394 
p.val......  5.3595e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  575 


Estimate...  -0.3757 
AI SE......  0.060209 
T-stat.....  -6.24 
p.val......  4.376e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  657 


Estimate...  -0.36795 
AI SE......  0.1225 
T-stat.....  -3.0037 
p.val......  0.0026675 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  24787 


Estimate...  -0.39388 
AI SE......  0.054058 
T-stat.....  -7.2863 
p.val......  3.1863e-13 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3938821


s: 62 

Estimate...  -0.45897 
AI SE......  0.065557 
T-stat.....  -7.0011 
p.val......  2.5389e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  651 


Estimate...  -0.53537 
AI SE......  0.11312 
T-stat.....  -4.7329 
p.val......  2.2133e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  596 


Estimate...  -0.28291 
AI SE......  0.071535 
T-stat.....  -3.9548 
p.val......  7.6605e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  673 


Estimate...  -0.47389 
AI SE......  0.15408 
T-stat.....  -3.0757 
p.val......  0.0021000 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  20969 


Estimate...  -0.38652 
AI SE......  0.033345 
T-stat.....  -11.592 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

          [,1]
[1,] -0.386519


s: 63 

Estimate...  -0.50468 
AI SE......  0.064264 
T-stat.....  -7.8533 
p.val......  3.9968e-15 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  647 


Estimate...  -0.45339 
AI SE......  0.11504 
T-stat.....  -3.9412 
p.val......  8.1089e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  557 


Estimate...  -0.3486 
AI SE......  0.066812 
T-stat.....  -5.2176 
p.val......  1.8123e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  674 


Estimate...  -0.61207 
AI SE......  0.13622 
T-stat.....  -4.4932 
p.val......  7.0166e-06 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  18172 


Estimate...  -0.43041 
AI SE......  0.048013 
T-stat.....  -8.9646 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4304144


s: 64 

Estimate...  -0.34146 
AI SE......  0.073346 
T-stat.....  -4.6554 
p.val......  3.2334e-06 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  602 


Estimate...  -0.46038 
AI SE......  0.13046 
T-stat.....  -3.5288 
p.val......  0.00041742 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  556 


Estimate...  -0.35146 
AI SE......  0.06751 
T-stat.....  -5.2061 
p.val......  1.9286e-07 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  646 


Estimate...  0.029068 
AI SE......  0.21239 
T-stat.....  0.13686 
p.val......  0.89114 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  18198 


Estimate...  -0.39358 
AI SE......  0.040879 
T-stat.....  -9.628 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  433 

           [,1]
[1,] -0.3935797


s: 65 

Estimate...  -0.31087 
AI SE......  0.090165 
T-stat.....  -3.4478 
p.val......  0.00056519 

Original number of observations..............  1000 
Original number of treated obs...............  417 
Matched number of observations...............  417 
Matched number of observations  (unweighted).  607 


Estimate...  -0.47554 
AI SE......  0.15442 
T-stat.....  -3.0796 
p.val......  0.0020731 

Original number of observations..............  1000 
Original number of treated obs...............  417 
Matched number of observations...............  417 
Matched number of observations  (unweighted).  531 


Estimate...  -0.44771 
AI SE......  0.067009 
T-stat.....  -6.6814 
p.val......  2.3672e-11 

Original number of observations..............  1000 
Original number of treated obs...............  417 
Matched number of observations...............  417 
Matched number of observations  (unweighted).  606 


Estimate...  -0.40519 
AI SE......  0.1333 
T-stat.....  -3.0397 
p.val......  0.0023681 

Original number of observations..............  1000 
Original number of treated obs...............  417 
Matched number of observations...............  417 
Matched number of observations  (unweighted).  19017 


Estimate...  -0.39146 
AI SE......  0.037031 
T-stat.....  -10.571 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  417 
Matched number of observations...............  417 
Matched number of observations  (unweighted).  417 

           [,1]
[1,] -0.3914615


s: 66 

Estimate...  -0.47678 
AI SE......  0.075466 
T-stat.....  -6.3178 
p.val......  2.6523e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  662 


Estimate...  -0.58153 
AI SE......  0.13162 
T-stat.....  -4.4182 
p.val......  9.953e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  622 


Estimate...  -0.38747 
AI SE......  0.063826 
T-stat.....  -6.0707 
p.val......  1.2738e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  684 


Estimate...  -0.55672 
AI SE......  0.16796 
T-stat.....  -3.3145 
p.val......  0.00091797 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  19610 


Estimate...  -0.47268 
AI SE......  0.063653 
T-stat.....  -7.4258 
p.val......  1.1213e-13 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.4726768


s: 67 

Estimate...  -0.39223 
AI SE......  0.064151 
T-stat.....  -6.1141 
p.val......  9.708e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  663 


Estimate...  -0.59906 
AI SE......  0.11604 
T-stat.....  -5.1623 
p.val......  2.4395e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  589 


Estimate...  -0.37922 
AI SE......  0.06913 
T-stat.....  -5.4857 
p.val......  4.1185e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  653 


Estimate...  -0.3488 
AI SE......  0.13055 
T-stat.....  -2.6717 
p.val......  0.0075457 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  21445 


Estimate...  -0.4315 
AI SE......  0.0462 
T-stat.....  -9.3397 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4314984


s: 68 

Estimate...  -0.45573 
AI SE......  0.072367 
T-stat.....  -6.2975 
p.val......  3.0250e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  621 


Estimate...  -0.50283 
AI SE......  0.10865 
T-stat.....  -4.6281 
p.val......  3.69e-06 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  588 


Estimate...  -0.3245 
AI SE......  0.064958 
T-stat.....  -4.9956 
p.val......  5.8658e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  665 


Estimate...  -0.22775 
AI SE......  0.13883 
T-stat.....  -1.6405 
p.val......  0.1009 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  22365 


Estimate...  -0.39560 
AI SE......  0.031080 
T-stat.....  -12.728 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

          [,1]
[1,] -0.395596


s: 69 

Estimate...  -0.37390 
AI SE......  0.094116 
T-stat.....  -3.9727 
p.val......  7.1063e-05 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  648 


Estimate...  -0.42247 
AI SE......  0.14383 
T-stat.....  -2.9373 
p.val......  0.0033109 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  563 


Estimate...  -0.33442 
AI SE......  0.073666 
T-stat.....  -4.5396 
p.val......  5.6359e-06 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  643 


Estimate...  -0.23073 
AI SE......  0.15271 
T-stat.....  -1.5109 
p.val......  0.13081 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  20703 


Estimate...  -0.36403 
AI SE......  0.052537 
T-stat.....  -6.929 
p.val......  4.2384e-12 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3640294


s: 70 

Estimate...  -0.40363 
AI SE......  0.067397 
T-stat.....  -5.9889 
p.val......  2.1130e-09 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  609 


Estimate...  -0.39415 
AI SE......  0.13657 
T-stat.....  -2.8861 
p.val......  0.0039 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  561 


Estimate...  -0.33664 
AI SE......  0.061441 
T-stat.....  -5.4791 
p.val......  4.2753e-08 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  661 


Estimate...  -0.31127 
AI SE......  0.12567 
T-stat.....  -2.4769 
p.val......  0.013252 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  18776 


Estimate...  -0.35599 
AI SE......  0.048074 
T-stat.....  -7.405 
p.val......  1.3123e-13 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  440 

           [,1]
[1,] -0.3559907


s: 71 

Estimate...  -0.42140 
AI SE......  0.066791 
T-stat.....  -6.3093 
p.val......  2.8038e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  670 


Estimate...  -0.46393 
AI SE......  0.094193 
T-stat.....  -4.9253 
p.val......  8.4227e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  577 


Estimate...  -0.41808 
AI SE......  0.059778 
T-stat.....  -6.9938 
p.val......  2.6750e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  674 


Estimate...  -0.62997 
AI SE......  0.16291 
T-stat.....  -3.8671 
p.val......  0.00011015 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  15857 


Estimate...  -0.40835 
AI SE......  0.035693 
T-stat.....  -11.441 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4083481


s: 72 

Estimate...  -0.36411 
AI SE......  0.074266 
T-stat.....  -4.9027 
p.val......  9.4519e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  691 


Estimate...  -0.40165 
AI SE......  0.10293 
T-stat.....  -3.9022 
p.val......  9.5315e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  643 


Estimate...  -0.33835 
AI SE......  0.062747 
T-stat.....  -5.3923 
p.val......  6.9574e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  734 


Estimate...  -0.47356 
AI SE......  0.19881 
T-stat.....  -2.3820 
p.val......  0.017217 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  16887 


Estimate...  -0.39477 
AI SE......  0.056056 
T-stat.....  -7.0425 
p.val......  1.8889e-12 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3947684


s: 73 

Estimate...  -0.42956 
AI SE......  0.072601 
T-stat.....  -5.9167 
p.val......  3.2837e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  680 


Estimate...  -0.45689 
AI SE......  0.12036 
T-stat.....  -3.796 
p.val......  0.00014706 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  607 


Estimate...  -0.4242 
AI SE......  0.070897 
T-stat.....  -5.9834 
p.val......  2.1857e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  693 


Estimate...  -0.30643 
AI SE......  0.17322 
T-stat.....  -1.7690 
p.val......  0.0769 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  16326 


Estimate...  -0.38257 
AI SE......  0.062409 
T-stat.....  -6.13 
p.val......  8.7895e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3825666


s: 74 

Estimate...  -0.48916 
AI SE......  0.07054 
T-stat.....  -6.9344 
p.val......  4.0792e-12 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  628 


Estimate...  -0.46685 
AI SE......  0.096381 
T-stat.....  -4.8438 
p.val......  1.2740e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  565 


Estimate...  -0.39799 
AI SE......  0.05902 
T-stat.....  -6.7433 
p.val......  1.5484e-11 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  658 


Estimate...  -0.063556 
AI SE......  0.1625 
T-stat.....  -0.39111 
p.val......  0.69572 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  22353 


Estimate...  -0.36648 
AI SE......  0.047989 
T-stat.....  -7.6366 
p.val......  2.2204e-14 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.3664767


s: 75 

Estimate...  -0.33011 
AI SE......  0.071593 
T-stat.....  -4.6109 
p.val......  4.0083e-06 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  652 


Estimate...  -0.54543 
AI SE......  0.13890 
T-stat.....  -3.9269 
p.val......  8.6052e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  552 


Estimate...  -0.34573 
AI SE......  0.063668 
T-stat.....  -5.4303 
p.val......  5.6267e-08 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  642 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.22965 
AI SE......  0.045275 
T-stat.....  -5.0724 
p.val......  3.929e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  247399 


Estimate...  -0.36733 
AI SE......  0.044365 
T-stat.....  -8.2797 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3673272


s: 76 

Estimate...  -0.38137 
AI SE......  0.078996 
T-stat.....  -4.8276 
p.val......  1.3816e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  698 


Estimate...  -0.59567 
AI SE......  0.14236 
T-stat.....  -4.1842 
p.val......  2.8617e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  585 


Estimate...  -0.31609 
AI SE......  0.063094 
T-stat.....  -5.0098 
p.val......  5.4479e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  652 


Estimate...  -0.38955 
AI SE......  0.14042 
T-stat.....  -2.7742 
p.val......  0.0055341 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  21908 


Estimate...  -0.40326 
AI SE......  0.051507 
T-stat.....  -7.8292 
p.val......  4.885e-15 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4032556


s: 77 

Estimate...  -0.34546 
AI SE......  0.070456 
T-stat.....  -4.9031 
p.val......  9.4319e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  620 


Estimate...  -0.47593 
AI SE......  0.11375 
T-stat.....  -4.184 
p.val......  2.8645e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  562 


Estimate...  -0.33936 
AI SE......  0.060052 
T-stat.....  -5.6511 
p.val......  1.5942e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  661 


Estimate...  -0.4991 
AI SE......  0.14504 
T-stat.....  -3.4410 
p.val......  0.00057947 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  18592 


Estimate...  -0.42211 
AI SE......  0.065233 
T-stat.....  -6.4707 
p.val......  9.7539e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4221052


s: 78 

Estimate...  -0.3244 
AI SE......  0.067065 
T-stat.....  -4.8371 
p.val......  1.3173e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  648 


Estimate...  -0.42471 
AI SE......  0.11958 
T-stat.....  -3.5518 
p.val......  0.00038264 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  590 


Estimate...  -0.30150 
AI SE......  0.062265 
T-stat.....  -4.8423 
p.val......  1.2836e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  680 


Estimate...  -0.1338 
AI SE......  0.14728 
T-stat.....  -0.90845 
p.val......  0.36364 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  21690 


Estimate...  -0.4145 
AI SE......  0.038772 
T-stat.....  -10.691 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4145019


s: 79 

Estimate...  -0.41027 
AI SE......  0.077442 
T-stat.....  -5.2977 
p.val......  1.1728e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  623 


Estimate...  -0.36628 
AI SE......  0.14110 
T-stat.....  -2.5958 
p.val......  0.0094366 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  614 


Estimate...  -0.3895 
AI SE......  0.071366 
T-stat.....  -5.4577 
p.val......  4.8225e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  663 


Estimate...  -0.39384 
AI SE......  0.18095 
T-stat.....  -2.1764 
p.val......  0.029522 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  17166 


Estimate...  -0.33463 
AI SE......  0.061098 
T-stat.....  -5.477 
p.val......  4.3267e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3346301


s: 80 

Estimate...  -0.42734 
AI SE......  0.069087 
T-stat.....  -6.1855 
p.val......  6.1889e-10 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  598 


Estimate...  -0.53766 
AI SE......  0.10200 
T-stat.....  -5.2713 
p.val......  1.3546e-07 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  575 


Estimate...  -0.279 
AI SE......  0.065125 
T-stat.....  -4.2841 
p.val......  1.8348e-05 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  671 


Estimate...  -0.24938 
AI SE......  0.18859 
T-stat.....  -1.3224 
p.val......  0.18604 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  20683 


Estimate...  -0.35431 
AI SE......  0.066537 
T-stat.....  -5.325 
p.val......  1.0097e-07 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  434 

           [,1]
[1,] -0.3543092


s: 81 

Estimate...  -0.3924 
AI SE......  0.06688 
T-stat.....  -5.8672 
p.val......  4.4313e-09 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  639 


Estimate...  -0.38686 
AI SE......  0.10514 
T-stat.....  -3.6793 
p.val......  0.00023390 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  571 


Estimate...  -0.42075 
AI SE......  0.065984 
T-stat.....  -6.3766 
p.val......  1.8104e-10 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  685 


Estimate...  -0.65446 
AI SE......  0.18713 
T-stat.....  -3.4974 
p.val......  0.00046988 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  18361 


Estimate...  -0.37826 
AI SE......  0.022519 
T-stat.....  -16.798 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3782624


s: 82 

Estimate...  -0.37915 
AI SE......  0.080991 
T-stat.....  -4.6814 
p.val......  2.8493e-06 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  664 


Estimate...  -0.53849 
AI SE......  0.14523 
T-stat.....  -3.708 
p.val......  0.00020892 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  621 


Estimate...  -0.43605 
AI SE......  0.072264 
T-stat.....  -6.0341 
p.val......  1.5984e-09 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  667 


Estimate...  -0.49479 
AI SE......  0.18567 
T-stat.....  -2.6648 
p.val......  0.0077024 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  17842 


Estimate...  -0.42345 
AI SE......  0.056756 
T-stat.....  -7.4608 
p.val......  8.5931e-14 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.4234453


s: 83 

Estimate...  -0.48363 
AI SE......  0.074575 
T-stat.....  -6.4852 
p.val......  8.8623e-11 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  669 


Estimate...  -0.46525 
AI SE......  0.11553 
T-stat.....  -4.027 
p.val......  5.65e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  583 


Estimate...  -0.37544 
AI SE......  0.062725 
T-stat.....  -5.9854 
p.val......  2.1585e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  660 


Estimate...  -0.54396 
AI SE......  0.16372 
T-stat.....  -3.3225 
p.val......  0.00089205 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  17637 


Estimate...  -0.40424 
AI SE......  0.044999 
T-stat.....  -8.9833 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4042413


s: 84 

Estimate...  -0.35405 
AI SE......  0.071728 
T-stat.....  -4.9359 
p.val......  7.9765e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  653 


Estimate...  -0.37874 
AI SE......  0.12205 
T-stat.....  -3.1031 
p.val......  0.0019152 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  633 


Estimate...  -0.39489 
AI SE......  0.067747 
T-stat.....  -5.8289 
p.val......  5.581e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  673 


Estimate...  -0.37646 
AI SE......  0.17037 
T-stat.....  -2.2097 
p.val......  0.027125 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  18132 


Estimate...  -0.40257 
AI SE......  0.059472 
T-stat.....  -6.769 
p.val......  1.2968e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4025655


s: 85 

Estimate...  -0.43757 
AI SE......  0.074423 
T-stat.....  -5.8795 
p.val......  4.1148e-09 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  623 


Estimate...  -0.45947 
AI SE......  0.16858 
T-stat.....  -2.7255 
p.val......  0.0064197 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  595 


Estimate...  -0.35053 
AI SE......  0.069184 
T-stat.....  -5.0666 
p.val......  4.0495e-07 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  606 


Estimate...  -0.47284 
AI SE......  0.14299 
T-stat.....  -3.3067 
p.val......  0.00094396 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  17047 


Estimate...  -0.3583 
AI SE......  0.0488 
T-stat.....  -7.3422 
p.val......  2.1005e-13 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3582996


s: 86 

Estimate...  -0.48536 
AI SE......  0.075826 
T-stat.....  -6.401 
p.val......  1.5440e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  666 


Estimate...  -0.45386 
AI SE......  0.15297 
T-stat.....  -2.9669 
p.val......  0.0030083 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  600 


Estimate...  -0.30969 
AI SE......  0.06084 
T-stat.....  -5.0903 
p.val......  3.5753e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  664 


Estimate...  -0.5224 
AI SE......  0.13358 
T-stat.....  -3.9107 
p.val......  9.202e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  21820 


Estimate...  -0.39688 
AI SE......  0.050145 
T-stat.....  -7.9147 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3968844


s: 87 

Estimate...  -0.43583 
AI SE......  0.081018 
T-stat.....  -5.3794 
p.val......  7.472e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  668 


Estimate...  -0.25782 
AI SE......  0.13348 
T-stat.....  -1.9315 
p.val......  0.053424 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  596 


Estimate...  -0.39824 
AI SE......  0.074252 
T-stat.....  -5.3634 
p.val......  8.1662e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  625 


Estimate...  -0.30903 
AI SE......  0.12242 
T-stat.....  -2.5243 
p.val......  0.011594 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  22974 


Estimate...  -0.39198 
AI SE......  0.055046 
T-stat.....  -7.121 
p.val......  1.0714e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

          [,1]
[1,] -0.391985


s: 88 

Estimate...  -0.39055 
AI SE......  0.067058 
T-stat.....  -5.824 
p.val......  5.7455e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  659 


Estimate...  -0.46456 
AI SE......  0.099492 
T-stat.....  -4.6693 
p.val......  3.0219e-06 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  611 


Estimate...  -0.42546 
AI SE......  0.06381 
T-stat.....  -6.6675 
p.val......  2.6017e-11 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  733 


Estimate...  -0.5141 
AI SE......  0.12408 
T-stat.....  -4.1431 
p.val......  3.4259e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  18798 


Estimate...  -0.39648 
AI SE......  0.032563 
T-stat.....  -12.176 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3964839


s: 89 

Estimate...  -0.42409 
AI SE......  0.06884 
T-stat.....  -6.1605 
p.val......  7.2508e-10 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  634 


Estimate...  -0.51283 
AI SE......  0.12141 
T-stat.....  -4.224 
p.val......  2.4e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  592 


Estimate...  -0.46389 
AI SE......  0.065331 
T-stat.....  -7.1006 
p.val......  1.2419e-12 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  676 


Estimate...  -0.39401 
AI SE......  0.15245 
T-stat.....  -2.5846 
p.val......  0.0097499 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  22256 


Estimate...  -0.44157 
AI SE......  0.059118 
T-stat.....  -7.4693 
p.val......  8.0602e-14 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4415727


s: 90 

Estimate...  -0.37283 
AI SE......  0.072992 
T-stat.....  -5.1078 
p.val......  3.2595e-07 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  615 


Estimate...  -0.55698 
AI SE......  0.12060 
T-stat.....  -4.6184 
p.val......  3.8678e-06 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  583 


Estimate...  -0.39476 
AI SE......  0.07102 
T-stat.....  -5.5585 
p.val......  2.7216e-08 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  647 


Estimate...  -0.35586 
AI SE......  0.13577 
T-stat.....  -2.6211 
p.val......  0.008765 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  24873 


Estimate...  -0.41849 
AI SE......  0.040445 
T-stat.....  -10.347 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  438 

           [,1]
[1,] -0.4184946


s: 91 

Estimate...  -0.37533 
AI SE......  0.065047 
T-stat.....  -5.7701 
p.val......  7.9239e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  667 


Estimate...  -0.40594 
AI SE......  0.11128 
T-stat.....  -3.648 
p.val......  0.0002643 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  594 


Estimate...  -0.39725 
AI SE......  0.068632 
T-stat.....  -5.7881 
p.val......  7.1169e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  685 


Estimate...  -0.40605 
AI SE......  0.13278 
T-stat.....  -3.058 
p.val......  0.0022280 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  19250 


Estimate...  -0.40809 
AI SE......  0.032313 
T-stat.....  -12.629 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4080942


s: 92 

Estimate...  -0.44725 
AI SE......  0.0711 
T-stat.....  -6.2905 
p.val......  3.164e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  655 


Estimate...  -0.62344 
AI SE......  0.13441 
T-stat.....  -4.6384 
p.val......  3.5104e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  603 


Estimate...  -0.41094 
AI SE......  0.067095 
T-stat.....  -6.1249 
p.val......  9.0768e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  671 


Estimate...  -0.57066 
AI SE......  0.16688 
T-stat.....  -3.4196 
p.val......  0.00062702 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  21533 


Estimate...  -0.41096 
AI SE......  0.063627 
T-stat.....  -6.4588 
p.val......  1.0552e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

          [,1]
[1,] -0.410959


s: 93 

Estimate...  -0.47789 
AI SE......  0.071593 
T-stat.....  -6.6751 
p.val......  2.4702e-11 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  640 


Estimate...  -0.48059 
AI SE......  0.11280 
T-stat.....  -4.2607 
p.val......  2.0383e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  621 


Estimate...  -0.38708 
AI SE......  0.064789 
T-stat.....  -5.9744 
p.val......  2.3091e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  696 


Estimate...  -0.50232 
AI SE......  0.18834 
T-stat.....  -2.6672 
p.val......  0.0076494 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  19853 


Estimate...  -0.44669 
AI SE......  0.057456 
T-stat.....  -7.7745 
p.val......  7.5495e-15 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4466941


s: 94 

Estimate...  -0.41837 
AI SE......  0.072277 
T-stat.....  -5.7884 
p.val......  7.1051e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  634 


Estimate...  -0.59386 
AI SE......  0.15742 
T-stat.....  -3.7724 
p.val......  0.00016166 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  626 


Estimate...  -0.47435 
AI SE......  0.06554 
T-stat.....  -7.2375 
p.val......  4.5697e-13 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  667 


Estimate...  -0.53421 
AI SE......  0.13334 
T-stat.....  -4.0064 
p.val......  6.1662e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  24362 


Estimate...  -0.41852 
AI SE......  0.046238 
T-stat.....  -9.0513 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4185184


s: 95 

Estimate...  -0.44649 
AI SE......  0.073939 
T-stat.....  -6.0386 
p.val......  1.5544e-09 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  653 


Estimate...  -0.57444 
AI SE......  0.15758 
T-stat.....  -3.6454 
p.val......  0.00026702 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  591 


Estimate...  -0.4362 
AI SE......  0.067988 
T-stat.....  -6.4159 
p.val......  1.3998e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  641 


Estimate...  -0.36811 
AI SE......  0.16990 
T-stat.....  -2.1666 
p.val......  0.030267 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  13492 


Estimate...  -0.38954 
AI SE......  0.061794 
T-stat.....  -6.3038 
p.val......  2.9052e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3895373


s: 96 

Estimate...  -0.48971 
AI SE......  0.067741 
T-stat.....  -7.2292 
p.val......  4.8583e-13 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  668 


Estimate...  -0.4418 
AI SE......  0.12362 
T-stat.....  -3.5739 
p.val......  0.00035171 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  593 


Estimate...  -0.34696 
AI SE......  0.060571 
T-stat.....  -5.7281 
p.val......  1.0157e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  698 


Estimate...  -0.35642 
AI SE......  0.16448 
T-stat.....  -2.167 
p.val......  0.030235 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  19730 


Estimate...  -0.43271 
AI SE......  0.043676 
T-stat.....  -9.9074 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4327096


s: 97 

Estimate...  -0.42113 
AI SE......  0.066489 
T-stat.....  -6.3338 
p.val......  2.3919e-10 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  711 


Estimate...  -0.69456 
AI SE......  0.17821 
T-stat.....  -3.8974 
p.val......  9.7238e-05 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  602 


Estimate...  -0.42293 
AI SE......  0.072165 
T-stat.....  -5.8606 
p.val......  4.6107e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  718 


Estimate...  -0.56879 
AI SE......  0.14149 
T-stat.....  -4.0199 
p.val......  5.8224e-05 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  21368 


Estimate...  -0.36537 
AI SE......  0.045029 
T-stat.....  -8.1141 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.3653713


s: 98 

Estimate...  -0.44361 
AI SE......  0.07227 
T-stat.....  -6.1382 
p.val......  8.3438e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  671 


Estimate...  -0.62391 
AI SE......  0.16329 
T-stat.....  -3.8208 
p.val......  0.000133 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  595 


Estimate...  -0.4499 
AI SE......  0.067243 
T-stat.....  -6.6907 
p.val......  2.2214e-11 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  705 


Estimate...  -0.70234 
AI SE......  0.15963 
T-stat.....  -4.3999 
p.val......  1.0830e-05 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  18757 


Estimate...  -0.37628 
AI SE......  0.034327 
T-stat.....  -10.962 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3762819


s: 99 

Estimate...  -0.42624 
AI SE......  0.071818 
T-stat.....  -5.9349 
p.val......  2.9404e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  643 


Estimate...  -0.47863 
AI SE......  0.11834 
T-stat.....  -4.0446 
p.val......  5.2409e-05 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  580 


Estimate...  -0.32951 
AI SE......  0.065425 
T-stat.....  -5.0364 
p.val......  4.7439e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  636 


Estimate...  -0.39801 
AI SE......  0.17726 
T-stat.....  -2.2453 
p.val......  0.02475 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  17680 


Estimate...  -0.39056 
AI SE......  0.056833 
T-stat.....  -6.8721 
p.val......  6.325e-12 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3905624


s: 100 

Estimate...  -0.48431 
AI SE......  0.072208 
T-stat.....  -6.7071 
p.val......  1.9854e-11 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  651 


Estimate...  -0.38377 
AI SE......  0.11951 
T-stat.....  -3.2113 
p.val......  0.0013215 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  593 


Estimate...  -0.4518 
AI SE......  0.07312 
T-stat.....  -6.1789 
p.val......  6.4543e-10 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  676 


Estimate...  -0.49257 
AI SE......  0.14709 
T-stat.....  -3.3487 
p.val......  0.00081192 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  19284 


Estimate...  -0.41491 
AI SE......  0.055745 
T-stat.....  -7.443 
p.val......  9.8366e-14 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.4149103


s: 101 

Estimate...  -0.38111 
AI SE......  0.071314 
T-stat.....  -5.3441 
p.val......  9.0859e-08 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  630 


Estimate...  -0.56231 
AI SE......  0.11423 
T-stat.....  -4.9226 
p.val......  8.5402e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  566 


Estimate...  -0.37012 
AI SE......  0.065627 
T-stat.....  -5.6398 
p.val......  1.7026e-08 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  679 


Estimate...  -0.37262 
AI SE......  0.17887 
T-stat.....  -2.0832 
p.val......  0.037237 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  19050 


Estimate...  -0.40187 
AI SE......  0.048771 
T-stat.....  -8.24 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4018726


s: 102 

Estimate...  -0.48137 
AI SE......  0.07461 
T-stat.....  -6.4519 
p.val......  1.1048e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  659 


Estimate...  -0.66883 
AI SE......  0.13220 
T-stat.....  -5.0594 
p.val......  4.2068e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  579 


Estimate...  -0.37848 
AI SE......  0.065606 
T-stat.....  -5.7689 
p.val......  7.9791e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  662 


Estimate...  -0.67092 
AI SE......  0.13217 
T-stat.....  -5.0763 
p.val......  3.8495e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  20431 


Estimate...  -0.40292 
AI SE......  0.052424 
T-stat.....  -7.6858 
p.val......  1.5099e-14 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4029174


s: 103 

Estimate...  -0.47861 
AI SE......  0.07367 
T-stat.....  -6.4966 
p.val......  8.2153e-11 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  678 


Estimate...  -0.62752 
AI SE......  0.11649 
T-stat.....  -5.3867 
p.val......  7.1783e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  615 


Estimate...  -0.37389 
AI SE......  0.065971 
T-stat.....  -5.6674 
p.val......  1.4497e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  705 


Estimate...  -0.5243 
AI SE......  0.16240 
T-stat.....  -3.2284 
p.val......  0.0012449 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  24532 


Estimate...  -0.41748 
AI SE......  0.04947 
T-stat.....  -8.4391 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4174837


s: 104 

Estimate...  -0.38196 
AI SE......  0.070779 
T-stat.....  -5.3965 
p.val......  6.7947e-08 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  731 


Estimate...  -0.52085 
AI SE......  0.10812 
T-stat.....  -4.8171 
p.val......  1.4563e-06 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  605 


Estimate...  -0.33805 
AI SE......  0.06732 
T-stat.....  -5.0216 
p.val......  5.1251e-07 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  668 


Estimate...  -0.49548 
AI SE......  0.11621 
T-stat.....  -4.2637 
p.val......  2.0108e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  21004 


Estimate...  -0.39378 
AI SE......  0.032802 
T-stat.....  -12.005 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3937791


s: 105 

Estimate...  -0.42537 
AI SE......  0.069031 
T-stat.....  -6.162 
p.val......  7.1821e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  650 


Estimate...  -0.45441 
AI SE......  0.11633 
T-stat.....  -3.9064 
p.val......  9.368e-05 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  626 


Estimate...  -0.35594 
AI SE......  0.062257 
T-stat.....  -5.7173 
p.val......  1.0824e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  724 


Estimate...  -0.45073 
AI SE......  0.13911 
T-stat.....  -3.24 
p.val......  0.0011952 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  23707 


Estimate...  -0.42215 
AI SE......  0.035537 
T-stat.....  -11.879 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4221512


s: 106 

Estimate...  -0.38025 
AI SE......  0.068031 
T-stat.....  -5.5894 
p.val......  2.2792e-08 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  602 


Estimate...  -0.53661 
AI SE......  0.10252 
T-stat.....  -5.2341 
p.val......  1.6577e-07 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  573 


Estimate...  -0.43269 
AI SE......  0.057965 
T-stat.....  -7.4646 
p.val......  8.3489e-14 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  631 


Estimate...  -0.43155 
AI SE......  0.16645 
T-stat.....  -2.5927 
p.val......  0.0095232 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  16268 


Estimate...  -0.39539 
AI SE......  0.054722 
T-stat.....  -7.2254 
p.val......  4.996e-13 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  432 

           [,1]
[1,] -0.3953918


s: 107 

Estimate...  -0.44537 
AI SE......  0.077728 
T-stat.....  -5.7298 
p.val......  1.0053e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  673 


Estimate...  -0.48884 
AI SE......  0.14513 
T-stat.....  -3.3683 
p.val......  0.00075644 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  613 


Estimate...  -0.41498 
AI SE......  0.065812 
T-stat.....  -6.3056 
p.val......  2.8703e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  675 


Estimate...  -0.27401 
AI SE......  0.14970 
T-stat.....  -1.8303 
p.val......  0.067199 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  19753 


Estimate...  -0.4359 
AI SE......  0.042188 
T-stat.....  -10.332 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4359035


s: 108 

Estimate...  -0.41432 
AI SE......  0.069402 
T-stat.....  -5.9699 
p.val......  2.3744e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  619 


Estimate...  -0.38902 
AI SE......  0.11672 
T-stat.....  -3.3331 
p.val......  0.00085891 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  605 


Estimate...  -0.4045 
AI SE......  0.062332 
T-stat.....  -6.4894 
p.val......  8.6158e-11 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  687 


Estimate...  -0.54001 
AI SE......  0.20289 
T-stat.....  -2.6616 
p.val......  0.0077771 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  15701 


Estimate...  -0.40929 
AI SE......  0.056915 
T-stat.....  -7.1912 
p.val......  6.4238e-13 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4092865


s: 109 

Estimate...  -0.51671 
AI SE......  0.082592 
T-stat.....  -6.2561 
p.val......  3.9465e-10 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  644 


Estimate...  -0.26828 
AI SE......  0.17325 
T-stat.....  -1.5485 
p.val......  0.12149 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  575 


Estimate...  -0.34576 
AI SE......  0.070365 
T-stat.....  -4.9138 
p.val......  8.9336e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  675 


Estimate...  -0.46699 
AI SE......  0.14426 
T-stat.....  -3.2371 
p.val......  0.0012075 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  20578 


Estimate...  -0.40687 
AI SE......  0.03898 
T-stat.....  -10.438 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.4068717


s: 110 

Estimate...  -0.38615 
AI SE......  0.064688 
T-stat.....  -5.9694 
p.val......  2.3816e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  668 


Estimate...  -0.46594 
AI SE......  0.12194 
T-stat.....  -3.8209 
p.val......  0.00013296 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  594 


Estimate...  -0.36814 
AI SE......  0.05739 
T-stat.....  -6.4148 
p.val......  1.4099e-10 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  664 


Estimate...  -0.34231 
AI SE......  0.14003 
T-stat.....  -2.4444 
p.val......  0.014508 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  24941 


Estimate...  -0.38542 
AI SE......  0.048413 
T-stat.....  -7.961 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3854173


s: 111 

Estimate...  -0.43234 
AI SE......  0.0658 
T-stat.....  -6.5705 
p.val......  5.015e-11 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  627 


Estimate...  -0.4398 
AI SE......  0.12051 
T-stat.....  -3.6495 
p.val......  0.0002628 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  603 


Estimate...  -0.36751 
AI SE......  0.06345 
T-stat.....  -5.7922 
p.val......  6.947e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  649 


Estimate...  -0.15998 
AI SE......  0.15208 
T-stat.....  -1.0519 
p.val......  0.29283 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  18982 


Estimate...  -0.38158 
AI SE......  0.047937 
T-stat.....  -7.9601 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3815804


s: 112 

Estimate...  -0.53816 
AI SE......  0.081656 
T-stat.....  -6.5906 
p.val......  4.3811e-11 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  635 


Estimate...  -0.55426 
AI SE......  0.10954 
T-stat.....  -5.0601 
p.val......  4.1899e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  591 


Estimate...  -0.38178 
AI SE......  0.06229 
T-stat.....  -6.129 
p.val......  8.8464e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  691 


Estimate...  -0.52144 
AI SE......  0.15905 
T-stat.....  -3.2784 
p.val......  0.0010441 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  22197 


Estimate...  -0.39672 
AI SE......  0.06021 
T-stat.....  -6.589 
p.val......  4.4277e-11 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3967221


s: 113 

Estimate...  -0.43005 
AI SE......  0.066318 
T-stat.....  -6.4847 
p.val......  8.891e-11 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  682 


Estimate...  -0.51259 
AI SE......  0.13650 
T-stat.....  -3.7552 
p.val......  0.00017320 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  634 


Estimate...  -0.32596 
AI SE......  0.060464 
T-stat.....  -5.3909 
p.val......  7.0104e-08 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  703 


Estimate...  -0.57518 
AI SE......  0.13609 
T-stat.....  -4.2265 
p.val......  2.3736e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  19262 


Estimate...  -0.38837 
AI SE......  0.05327 
T-stat.....  -7.2906 
p.val......  3.0864e-13 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3883678


s: 114 

Estimate...  -0.39645 
AI SE......  0.074404 
T-stat.....  -5.3284 
p.val......  9.9083e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  623 


Estimate...  -0.36479 
AI SE......  0.14497 
T-stat.....  -2.5163 
p.val......  0.011861 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  584 


Estimate...  -0.4097 
AI SE......  0.062852 
T-stat.....  -6.5186 
p.val......  7.0986e-11 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  697 


Estimate...  -0.33754 
AI SE......  0.16133 
T-stat.....  -2.0923 
p.val......  0.036413 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  14498 


Estimate...  -0.42611 
AI SE......  0.058782 
T-stat.....  -7.2489 
p.val......  4.2033e-13 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

          [,1]
[1,] -0.426105


s: 115 

Estimate...  -0.43759 
AI SE......  0.068455 
T-stat.....  -6.3924 
p.val......  1.6330e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  658 


Estimate...  -0.47319 
AI SE......  0.12490 
T-stat.....  -3.7884 
p.val......  0.0001516 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  609 


Estimate...  -0.36237 
AI SE......  0.062328 
T-stat.....  -5.8138 
p.val......  6.1061e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  666 


Estimate...  -0.35084 
AI SE......  0.12444 
T-stat.....  -2.8194 
p.val......  0.0048119 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  19745 


Estimate...  -0.35778 
AI SE......  0.027013 
T-stat.....  -13.245 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3577786


s: 116 

Estimate...  -0.40123 
AI SE......  0.074055 
T-stat.....  -5.418 
p.val......  6.0264e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  657 


Estimate...  -0.63927 
AI SE......  0.12732 
T-stat.....  -5.0211 
p.val......  5.1376e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  561 


Estimate...  -0.31047 
AI SE......  0.067198 
T-stat.....  -4.6202 
p.val......  3.8336e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  675 


Estimate...  -0.53035 
AI SE......  0.18608 
T-stat.....  -2.8501 
p.val......  0.0043701 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  15320 


Estimate...  -0.37344 
AI SE......  0.029981 
T-stat.....  -12.456 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

          [,1]
[1,] -0.373438


s: 117 

Estimate...  -0.45492 
AI SE......  0.070607 
T-stat.....  -6.443 
p.val......  1.1714e-10 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  644 


Estimate...  -0.5113 
AI SE......  0.10278 
T-stat.....  -4.9747 
p.val......  6.5339e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  599 


Estimate...  -0.322 
AI SE......  0.061688 
T-stat.....  -5.2198 
p.val......  1.7908e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  700 


Estimate...  -0.5497 
AI SE......  0.14038 
T-stat.....  -3.9159 
p.val......  9.007e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  20634 


Estimate...  -0.41518 
AI SE......  0.045775 
T-stat.....  -9.0701 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4151836


s: 118 

Estimate...  -0.55673 
AI SE......  0.077198 
T-stat.....  -7.2117 
p.val......  5.5267e-13 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  620 


Estimate...  -0.28543 
AI SE......  0.12887 
T-stat.....  -2.2149 
p.val......  0.026764 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  614 


Estimate...  -0.38698 
AI SE......  0.072876 
T-stat.....  -5.3102 
p.val......  1.0951e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  662 


Estimate...  -0.46058 
AI SE......  0.19296 
T-stat.....  -2.3870 
p.val......  0.016988 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  14718 


Estimate...  -0.42279 
AI SE......  0.035099 
T-stat.....  -12.046 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

          [,1]
[1,] -0.422794


s: 119 

Estimate...  -0.46303 
AI SE......  0.072033 
T-stat.....  -6.4281 
p.val......  1.2921e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  664 


Estimate...  -0.48469 
AI SE......  0.12653 
T-stat.....  -3.8306 
p.val......  0.00012782 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  597 


Estimate...  -0.41293 
AI SE......  0.07098 
T-stat.....  -5.8175 
p.val......  5.9725e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  697 


Estimate...  -0.70853 
AI SE......  0.16793 
T-stat.....  -4.2191 
p.val......  2.4525e-05 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  19862 


Estimate...  -0.37041 
AI SE......  0.051249 
T-stat.....  -7.2277 
p.val......  4.9138e-13 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

          [,1]
[1,] -0.370411


s: 120 

Estimate...  -0.39223 
AI SE......  0.06678 
T-stat.....  -5.8735 
p.val......  4.2673e-09 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  634 


Estimate...  -0.70855 
AI SE......  0.16822 
T-stat.....  -4.212 
p.val......  2.5315e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  588 


Estimate...  -0.37897 
AI SE......  0.059843 
T-stat.....  -6.3326 
p.val......  2.4101e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  675 


Estimate...  -0.57718 
AI SE......  0.15343 
T-stat.....  -3.7620 
p.val......  0.00016859 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  18332 


Estimate...  -0.37609 
AI SE......  0.06039 
T-stat.....  -6.2276 
p.val......  4.7351e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3760897


s: 121 

Estimate...  -0.42341 
AI SE......  0.083679 
T-stat.....  -5.0599 
p.val......  4.1943e-07 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  682 


Estimate...  -0.49162 
AI SE......  0.13210 
T-stat.....  -3.7215 
p.val......  0.00019806 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  627 


Estimate...  -0.32634 
AI SE......  0.073244 
T-stat.....  -4.4555 
p.val......  8.3717e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  709 


Estimate...  -0.20770 
AI SE......  0.22334 
T-stat.....  -0.93 
p.val......  0.35237 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  10760 


Estimate...  -0.4289 
AI SE......  0.063657 
T-stat.....  -6.7377 
p.val......  1.6096e-11 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.4288972


s: 122 

Estimate...  -0.39274 
AI SE......  0.070113 
T-stat.....  -5.6015 
p.val......  2.1248e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  631 


Estimate...  -0.6475 
AI SE......  0.15574 
T-stat.....  -4.1575 
p.val......  3.2174e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  567 


Estimate...  -0.36463 
AI SE......  0.063383 
T-stat.....  -5.7527 
p.val......  8.7818e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  650 


Estimate...  -0.60534 
AI SE......  0.14828 
T-stat.....  -4.0825 
p.val......  4.4548e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  25008 


Estimate...  -0.37868 
AI SE......  0.033651 
T-stat.....  -11.253 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3786750


s: 123 

Estimate...  -0.4469 
AI SE......  0.074856 
T-stat.....  -5.9702 
p.val......  2.3697e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  653 


Estimate...  -0.50686 
AI SE......  0.12329 
T-stat.....  -4.1111 
p.val......  3.9377e-05 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  587 


Estimate...  -0.38139 
AI SE......  0.070851 
T-stat.....  -5.3829 
p.val......  7.3284e-08 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  671 


Estimate...  -0.32962 
AI SE......  0.15169 
T-stat.....  -2.1730 
p.val......  0.029777 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  16374 


Estimate...  -0.38628 
AI SE......  0.043541 
T-stat.....  -8.8717 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3862786


s: 124 

Estimate...  -0.41073 
AI SE......  0.078985 
T-stat.....  -5.2001 
p.val......  1.9923e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  634 


Estimate...  -0.43592 
AI SE......  0.13575 
T-stat.....  -3.2113 
p.val......  0.0013212 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  589 


Estimate...  -0.33549 
AI SE......  0.061752 
T-stat.....  -5.4328 
p.val......  5.5473e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  685 


Estimate...  -0.67017 
AI SE......  0.18240 
T-stat.....  -3.6742 
p.val......  0.00023857 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  18142 


Estimate...  -0.41526 
AI SE......  0.042584 
T-stat.....  -9.7515 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4152593


s: 125 

Estimate...  -0.40976 
AI SE......  0.064109 
T-stat.....  -6.3916 
p.val......  1.6418e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  672 


Estimate...  -0.43975 
AI SE......  0.11576 
T-stat.....  -3.7988 
p.val......  0.00014539 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  613 


Estimate...  -0.37442 
AI SE......  0.061147 
T-stat.....  -6.1232 
p.val......  9.1692e-10 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  717 


Estimate...  -0.50876 
AI SE......  0.14289 
T-stat.....  -3.5604 
p.val......  0.00037026 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  20520 


Estimate...  -0.37251 
AI SE......  0.040162 
T-stat.....  -9.2753 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3725144


s: 126 

Estimate...  -0.39577 
AI SE......  0.066878 
T-stat.....  -5.9178 
p.val......  3.2623e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  690 


Estimate...  -0.42876 
AI SE......  0.11485 
T-stat.....  -3.7333 
p.val......  0.00018901 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  614 


Estimate...  -0.34624 
AI SE......  0.062724 
T-stat.....  -5.52 
p.val......  3.3903e-08 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  719 


Estimate...  -0.36563 
AI SE......  0.16994 
T-stat.....  -2.1516 
p.val......  0.031431 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  17715 


Estimate...  -0.37453 
AI SE......  0.034044 
T-stat.....  -11.001 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3745264


s: 127 

Estimate...  -0.3025 
AI SE......  0.07271 
T-stat.....  -4.1604 
p.val......  3.177e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  647 


Estimate...  -0.38132 
AI SE......  0.11187 
T-stat.....  -3.4085 
p.val......  0.00065323 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  579 


Estimate...  -0.18108 
AI SE......  0.073183 
T-stat.....  -2.4743 
p.val......  0.013349 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  681 


Estimate...  -0.31576 
AI SE......  0.13376 
T-stat.....  -2.3606 
p.val......  0.018246 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  19214 


Estimate...  -0.38348 
AI SE......  0.037242 
T-stat.....  -10.297 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3834793


s: 128 

Estimate...  -0.45726 
AI SE......  0.069733 
T-stat.....  -6.5572 
p.val......  5.4815e-11 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  664 


Estimate...  -0.54971 
AI SE......  0.099102 
T-stat.....  -5.5469 
p.val......  2.9076e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  584 


Estimate...  -0.38542 
AI SE......  0.060033 
T-stat.....  -6.4202 
p.val......  1.3609e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  678 


Estimate...  -0.47361 
AI SE......  0.11840 
T-stat.....  -4 
p.val......  6.3343e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  22140 


Estimate...  -0.40131 
AI SE......  0.048139 
T-stat.....  -8.3365 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.4013095


s: 129 

Estimate...  -0.45384 
AI SE......  0.077364 
T-stat.....  -5.8663 
p.val......  4.4566e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  669 


Estimate...  -0.43965 
AI SE......  0.15468 
T-stat.....  -2.8422 
p.val......  0.0044797 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  598 


Estimate...  -0.37627 
AI SE......  0.06621 
T-stat.....  -5.683 
p.val......  1.3231e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  660 


Estimate...  -0.52077 
AI SE......  0.16214 
T-stat.....  -3.2120 
p.val......  0.0013183 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  13399 


Estimate...  -0.38372 
AI SE......  0.026891 
T-stat.....  -14.270 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3837235


s: 130 

Estimate...  -0.49924 
AI SE......  0.089473 
T-stat.....  -5.5798 
p.val......  2.4079e-08 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  659 


Estimate...  -0.21002 
AI SE......  0.16230 
T-stat.....  -1.294 
p.val......  0.19567 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  615 


Estimate...  -0.37043 
AI SE......  0.063409 
T-stat.....  -5.842 
p.val......  5.1589e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  705 


Estimate...  -0.44914 
AI SE......  0.15011 
T-stat.....  -2.9921 
p.val......  0.0027703 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  16785 


Estimate...  -0.38023 
AI SE......  0.058864 
T-stat.....  -6.4594 
p.val......  1.0515e-10 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.3802259


s: 131 

Estimate...  -0.44834 
AI SE......  0.069834 
T-stat.....  -6.42 
p.val......  1.3627e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  625 


Estimate...  -0.5018 
AI SE......  0.15391 
T-stat.....  -3.2604 
p.val......  0.0011125 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  576 


Estimate...  -0.38535 
AI SE......  0.067332 
T-stat.....  -5.7232 
p.val......  1.0454e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  638 


Estimate...  -0.5381 
AI SE......  0.17492 
T-stat.....  -3.0763 
p.val......  0.0020956 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  20120 


Estimate...  -0.43274 
AI SE......  0.049199 
T-stat.....  -8.7959 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4327436


s: 132 

Estimate...  -0.38127 
AI SE......  0.074923 
T-stat.....  -5.0888 
p.val......  3.6029e-07 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  628 


Estimate...  -0.26389 
AI SE......  0.14056 
T-stat.....  -1.8775 
p.val......  0.060456 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  577 


Estimate...  -0.35606 
AI SE......  0.063749 
T-stat.....  -5.5854 
p.val......  2.3311e-08 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  663 


Estimate...  -0.54855 
AI SE......  0.16982 
T-stat.....  -3.2301 
p.val......  0.0012374 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  21011 


Estimate...  -0.38273 
AI SE......  0.052498 
T-stat.....  -7.2904 
p.val......  3.0909e-13 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  437 

           [,1]
[1,] -0.3827318


s: 133 

Estimate...  -0.27322 
AI SE......  0.069488 
T-stat.....  -3.9318 
p.val......  8.4297e-05 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  660 


Estimate...  -0.42858 
AI SE......  0.13737 
T-stat.....  -3.12 
p.val......  0.0018085 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  617 


Estimate...  -0.28622 
AI SE......  0.060681 
T-stat.....  -4.7167 
p.val......  2.3967e-06 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  711 


Estimate...  -0.3109 
AI SE......  0.13179 
T-stat.....  -2.3591 
p.val......  0.018317 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  24169 


Estimate...  -0.42342 
AI SE......  0.043667 
T-stat.....  -9.6965 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4234207


s: 134 

Estimate...  -0.40698 
AI SE......  0.065631 
T-stat.....  -6.201 
p.val......  5.6102e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  630 


Estimate...  -0.44938 
AI SE......  0.10543 
T-stat.....  -4.2625 
p.val......  2.0213e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  598 


Estimate...  -0.3878 
AI SE......  0.061596 
T-stat.....  -6.2959 
p.val......  3.0566e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  633 


Estimate...  -0.24923 
AI SE......  0.12140 
T-stat.....  -2.053 
p.val......  0.040072 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  21863 


Estimate...  -0.41703 
AI SE......  0.055515 
T-stat.....  -7.512 
p.val......  5.8176e-14 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4170299


s: 135 

Estimate...  -0.32948 
AI SE......  0.063793 
T-stat.....  -5.1648 
p.val......  2.4074e-07 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  679 


Estimate...  -0.31066 
AI SE......  0.15843 
T-stat.....  -1.9609 
p.val......  0.049896 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  571 


Estimate...  -0.42053 
AI SE......  0.066104 
T-stat.....  -6.3616 
p.val......  1.9970e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  701 


Estimate...  -0.53573 
AI SE......  0.14513 
T-stat.....  -3.6914 
p.val......  0.00022301 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  17661 


Estimate...  -0.35518 
AI SE......  0.062986 
T-stat.....  -5.639 
p.val......  1.7108e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3551754


s: 136 

Estimate...  -0.4485 
AI SE......  0.070318 
T-stat.....  -6.3783 
p.val......  1.7911e-10 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  652 


Estimate...  -0.486 
AI SE......  0.10079 
T-stat.....  -4.8221 
p.val......  1.4205e-06 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  600 


Estimate...  -0.35103 
AI SE......  0.068751 
T-stat.....  -5.1058 
p.val......  3.2948e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  667 


Estimate...  -0.38743 
AI SE......  0.14210 
T-stat.....  -2.7264 
p.val......  0.0064027 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  18003 


Estimate...  -0.41368 
AI SE......  0.043674 
T-stat.....  -9.472 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

          [,1]
[1,] -0.413683


s: 137 

Estimate...  -0.27493 
AI SE......  0.074246 
T-stat.....  -3.703 
p.val......  0.00021307 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  613 


Estimate...  -0.29197 
AI SE......  0.11821 
T-stat.....  -2.4698 
p.val......  0.013517 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  573 


Estimate...  -0.39378 
AI SE......  0.069147 
T-stat.....  -5.6949 
p.val......  1.2346e-08 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  637 


Estimate...  -0.4525 
AI SE......  0.16508 
T-stat.....  -2.7411 
p.val......  0.0061235 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  17944 


Estimate...  -0.34991 
AI SE......  0.023853 
T-stat.....  -14.669 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  437 

           [,1]
[1,] -0.3499094


s: 138 

Estimate...  -0.40834 
AI SE......  0.077164 
T-stat.....  -5.2919 
p.val......  1.2108e-07 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  635 


Estimate...  -0.50124 
AI SE......  0.12091 
T-stat.....  -4.1455 
p.val......  3.3901e-05 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  563 


Estimate...  -0.32678 
AI SE......  0.066367 
T-stat.....  -4.9238 
p.val......  8.4885e-07 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  632 


Estimate...  -0.24734 
AI SE......  0.27931 
T-stat.....  -0.88554 
p.val......  0.37586 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  16787 


Estimate...  -0.35513 
AI SE......  0.051528 
T-stat.....  -6.892 
p.val......  5.5027e-12 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.3551264


s: 139 

Estimate...  -0.39809 
AI SE......  0.073362 
T-stat.....  -5.4264 
p.val......  5.7497e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  658 


Estimate...  -0.5267 
AI SE......  0.12664 
T-stat.....  -4.1592 
p.val......  3.1942e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  596 


Estimate...  -0.31607 
AI SE......  0.063675 
T-stat.....  -4.9638 
p.val......  6.9128e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  670 


Estimate...  -0.39903 
AI SE......  0.13832 
T-stat.....  -2.8849 
p.val......  0.0039155 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  24104 


Estimate...  -0.38392 
AI SE......  0.046265 
T-stat.....  -8.2982 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3839183


s: 140 

Estimate...  -0.44632 
AI SE......  0.069645 
T-stat.....  -6.4084 
p.val......  1.4702e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  653 


Estimate...  -0.44751 
AI SE......  0.13680 
T-stat.....  -3.2714 
p.val......  0.0010703 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  609 


Estimate...  -0.30445 
AI SE......  0.062823 
T-stat.....  -4.8461 
p.val......  1.2593e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  670 


Estimate...  -0.50453 
AI SE......  0.14505 
T-stat.....  -3.4782 
p.val......  0.00050471 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  17926 


Estimate...  -0.40011 
AI SE......  0.052327 
T-stat.....  -7.6463 
p.val......  2.065e-14 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4001122


s: 141 

Estimate...  -0.34314 
AI SE......  0.073957 
T-stat.....  -4.6397 
p.val......  3.4894e-06 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  690 


Estimate...  -0.43782 
AI SE......  0.12595 
T-stat.....  -3.4762 
p.val......  0.00050861 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  589 


Estimate...  -0.37759 
AI SE......  0.069171 
T-stat.....  -5.4588 
p.val......  4.7933e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  686 


Estimate...  -0.16909 
AI SE......  0.12383 
T-stat.....  -1.3656 
p.val......  0.17208 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  23101 


Estimate...  -0.36899 
AI SE......  0.054877 
T-stat.....  -6.7239 
p.val......  1.7695e-11 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

          [,1]
[1,] -0.368987


s: 142 

Estimate...  -0.32522 
AI SE......  0.076813 
T-stat.....  -4.2339 
p.val......  2.2967e-05 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  656 


Estimate...  -0.55748 
AI SE......  0.13014 
T-stat.....  -4.2837 
p.val......  1.8384e-05 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  570 


Estimate...  -0.36893 
AI SE......  0.061307 
T-stat.....  -6.0177 
p.val......  1.7689e-09 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  667 


Estimate...  -0.44042 
AI SE......  0.14655 
T-stat.....  -3.0052 
p.val......  0.0026543 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  21338 


Estimate...  -0.40712 
AI SE......  0.047367 
T-stat.....  -8.5951 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  439 

           [,1]
[1,] -0.4071214


s: 143 

Estimate...  -0.46177 
AI SE......  0.087218 
T-stat.....  -5.2944 
p.val......  1.1941e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  664 


Estimate...  -0.8274 
AI SE......  0.15811 
T-stat.....  -5.2331 
p.val......  1.667e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  607 


Estimate...  -0.41116 
AI SE......  0.07035 
T-stat.....  -5.8444 
p.val......  5.0839e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  647 


Estimate...  -0.491 
AI SE......  0.12354 
T-stat.....  -3.9744 
p.val......  7.0564e-05 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  27788 


Estimate...  -0.40111 
AI SE......  0.0724 
T-stat.....  -5.5402 
p.val......  3.0217e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

          [,1]
[1,] -0.401108


s: 144 

Estimate...  -0.47471 
AI SE......  0.069665 
T-stat.....  -6.8143 
p.val......  9.4755e-12 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  638 


Estimate...  -0.51678 
AI SE......  0.11243 
T-stat.....  -4.5966 
p.val......  4.2948e-06 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  573 


Estimate...  -0.34232 
AI SE......  0.065226 
T-stat.....  -5.2482 
p.val......  1.5360e-07 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  656 


Estimate...  -0.40746 
AI SE......  0.13407 
T-stat.....  -3.0391 
p.val......  0.0023727 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  23243 


Estimate...  -0.43521 
AI SE......  0.038764 
T-stat.....  -11.227 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  436 

         [,1]
[1,] -0.43521


s: 145 

Estimate...  -0.4063 
AI SE......  0.069778 
T-stat.....  -5.8227 
p.val......  5.7909e-09 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  661 


Estimate...  -0.44684 
AI SE......  0.13082 
T-stat.....  -3.4156 
p.val......  0.0006365 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  615 


Estimate...  -0.37380 
AI SE......  0.068801 
T-stat.....  -5.4331 
p.val......  5.5373e-08 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  701 


Estimate...  -0.41552 
AI SE......  0.16483 
T-stat.....  -2.5209 
p.val......  0.011706 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  13087 


Estimate...  -0.3846 
AI SE......  0.025519 
T-stat.....  -15.071 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3845987


s: 146 

Estimate...  -0.36534 
AI SE......  0.0785 
T-stat.....  -4.654 
p.val......  3.2563e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  681 


Estimate...  -0.43813 
AI SE......  0.10311 
T-stat.....  -4.249 
p.val......  2.1473e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  602 


Estimate...  -0.30315 
AI SE......  0.062255 
T-stat.....  -4.8694 
p.val......  1.1194e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  737 


Estimate...  -0.26208 
AI SE......  0.13081 
T-stat.....  -2.0035 
p.val......  0.045127 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  25177 


Estimate...  -0.39239 
AI SE......  0.049097 
T-stat.....  -7.9922 
p.val......  1.3323e-15 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3923888


s: 147 

Estimate...  -0.31595 
AI SE......  0.079086 
T-stat.....  -3.9949 
p.val......  6.4709e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  636 


Estimate...  -0.58344 
AI SE......  0.12741 
T-stat.....  -4.5792 
p.val......  4.6671e-06 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  605 


Estimate...  -0.39453 
AI SE......  0.061195 
T-stat.....  -6.447 
p.val......  1.1407e-10 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  680 


Estimate...  -0.21179 
AI SE......  0.13578 
T-stat.....  -1.5598 
p.val......  0.11880 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  16042 


Estimate...  -0.37165 
AI SE......  0.042376 
T-stat.....  -8.7703 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3716521


s: 148 

Estimate...  -0.41372 
AI SE......  0.065976 
T-stat.....  -6.2708 
p.val......  3.593e-10 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  634 


Estimate...  -0.51448 
AI SE......  0.11316 
T-stat.....  -4.5464 
p.val......  5.4561e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  563 


Estimate...  -0.41620 
AI SE......  0.059016 
T-stat.....  -7.0524 
p.val......  1.7590e-12 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  631 


Estimate...  -0.23997 
AI SE......  0.19956 
T-stat.....  -1.2025 
p.val......  0.22917 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  19792 


Estimate...  -0.40477 
AI SE......  0.053323 
T-stat.....  -7.5908 
p.val......  3.1752e-14 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4047698


s: 149 

Estimate...  -0.4717 
AI SE......  0.072926 
T-stat.....  -6.4681 
p.val......  9.922e-11 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  608 


Estimate...  -0.60252 
AI SE......  0.15694 
T-stat.....  -3.8392 
p.val......  0.00012345 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  553 


Estimate...  -0.35844 
AI SE......  0.067983 
T-stat.....  -5.2724 
p.val......  1.3463e-07 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  632 


Estimate...  -0.27234 
AI SE......  0.15274 
T-stat.....  -1.783 
p.val......  0.074588 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  23969 


Estimate...  -0.41328 
AI SE......  0.058117 
T-stat.....  -7.1111 
p.val......  1.1511e-12 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  440 

           [,1]
[1,] -0.4132787


s: 150 

Estimate...  -0.41557 
AI SE......  0.068994 
T-stat.....  -6.0233 
p.val......  1.7089e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  656 


Estimate...  -0.32782 
AI SE......  0.11779 
T-stat.....  -2.7832 
p.val......  0.0053829 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  607 


Estimate...  -0.34329 
AI SE......  0.062479 
T-stat.....  -5.4944 
p.val......  3.9198e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  701 


Estimate...  -0.34794 
AI SE......  0.14652 
T-stat.....  -2.3747 
p.val......  0.017565 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  20303 


Estimate...  -0.40635 
AI SE......  0.052337 
T-stat.....  -7.764 
p.val......  8.2157e-15 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.4063482


s: 151 

Estimate...  -0.41384 
AI SE......  0.063775 
T-stat.....  -6.489 
p.val......  8.6397e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  668 


Estimate...  -0.51974 
AI SE......  0.11428 
T-stat.....  -4.5481 
p.val......  5.4121e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  597 


Estimate...  -0.34764 
AI SE......  0.054894 
T-stat.....  -6.333 
p.val......  2.4053e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  704 


Estimate...  -0.47116 
AI SE......  0.11688 
T-stat.....  -4.0313 
p.val......  5.5478e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  22010 


Estimate...  -0.34612 
AI SE......  0.021259 
T-stat.....  -16.281 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3461166


s: 152 

Estimate...  -0.45141 
AI SE......  0.075968 
T-stat.....  -5.9421 
p.val......  2.8139e-09 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  663 


Estimate...  -0.22700 
AI SE......  0.15141 
T-stat.....  -1.4992 
p.val......  0.13381 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  595 


Estimate...  -0.35767 
AI SE......  0.066555 
T-stat.....  -5.3741 
p.val......  7.6955e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  665 


Estimate...  -0.35624 
AI SE......  0.13316 
T-stat.....  -2.6753 
p.val......  0.0074673 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  20340 


Estimate...  -0.41651 
AI SE......  0.049073 
T-stat.....  -8.4877 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4165144


s: 153 

Estimate...  -0.42017 
AI SE......  0.069262 
T-stat.....  -6.0664 
p.val......  1.3082e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  673 


Estimate...  -0.49964 
AI SE......  0.10968 
T-stat.....  -4.5556 
p.val......  5.2244e-06 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  623 


Estimate...  -0.31797 
AI SE......  0.063539 
T-stat.....  -5.0043 
p.val......  5.6066e-07 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  684 


Estimate...  -0.61847 
AI SE......  0.13772 
T-stat.....  -4.4908 
p.val......  7.0962e-06 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  21790 


Estimate...  -0.43245 
AI SE......  0.056884 
T-stat.....  -7.6023 
p.val......  2.9088e-14 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.4324451


s: 154 

Estimate...  -0.47145 
AI SE......  0.070827 
T-stat.....  -6.6563 
p.val......  2.8087e-11 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  650 


Estimate...  -0.42968 
AI SE......  0.099733 
T-stat.....  -4.3083 
p.val......  1.6449e-05 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  564 


Estimate...  -0.37838 
AI SE......  0.06051 
T-stat.....  -6.2532 
p.val......  4.0213e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  682 


Estimate...  -0.58094 
AI SE......  0.11491 
T-stat.....  -5.0557 
p.val......  4.2879e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  21998 


Estimate...  -0.39779 
AI SE......  0.031065 
T-stat.....  -12.805 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

          [,1]
[1,] -0.397787


s: 155 

Estimate...  -0.37446 
AI SE......  0.073022 
T-stat.....  -5.1281 
p.val......  2.9273e-07 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  681 


Estimate...  -0.49124 
AI SE......  0.12952 
T-stat.....  -3.7927 
p.val......  0.00014901 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  607 


Estimate...  -0.38565 
AI SE......  0.06501 
T-stat.....  -5.9322 
p.val......  2.9887e-09 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  684 


Estimate...  -0.53989 
AI SE......  0.13451 
T-stat.....  -4.0136 
p.val......  5.979e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  18163 


Estimate...  -0.39184 
AI SE......  0.03234 
T-stat.....  -12.116 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3918447


s: 156 

Estimate...  -0.45602 
AI SE......  0.076061 
T-stat.....  -5.9954 
p.val......  2.0299e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  631 


Estimate...  -0.5517 
AI SE......  0.12349 
T-stat.....  -4.4676 
p.val......  7.9089e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  612 


Estimate...  -0.40304 
AI SE......  0.064676 
T-stat.....  -6.2317 
p.val......  4.6137e-10 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  674 


Estimate...  -0.38052 
AI SE......  0.15428 
T-stat.....  -2.4664 
p.val......  0.013650 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  18134 


Estimate...  -0.41759 
AI SE......  0.034984 
T-stat.....  -11.936 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4175854


s: 157 

Estimate...  -0.45024 
AI SE......  0.073877 
T-stat.....  -6.0945 
p.val......  1.0980e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  652 


Estimate...  -0.58111 
AI SE......  0.13144 
T-stat.....  -4.4212 
p.val......  9.8156e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  614 


Estimate...  -0.34903 
AI SE......  0.062873 
T-stat.....  -5.5515 
p.val......  2.833e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  686 


Estimate...  -0.48127 
AI SE......  0.13916 
T-stat.....  -3.4583 
p.val......  0.00054366 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  20822 


Estimate...  -0.41493 
AI SE......  0.045617 
T-stat.....  -9.0958 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4149282


s: 158 

Estimate...  -0.4072 
AI SE......  0.080961 
T-stat.....  -5.0295 
p.val......  4.9164e-07 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  646 


Estimate...  -0.39417 
AI SE......  0.16888 
T-stat.....  -2.334 
p.val......  0.019595 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  586 


Estimate...  -0.43865 
AI SE......  0.0662 
T-stat.....  -6.6262 
p.val......  3.4434e-11 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  671 


Estimate...  -0.3995 
AI SE......  0.13624 
T-stat.....  -2.9323 
p.val......  0.0033641 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  19508 


Estimate...  -0.41068 
AI SE......  0.057784 
T-stat.....  -7.1071 
p.val......  1.1848e-12 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4106787


s: 159 

Estimate...  -0.58198 
AI SE......  0.097143 
T-stat.....  -5.991 
p.val......  2.0857e-09 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  649 


Estimate...  -0.53772 
AI SE......  0.16733 
T-stat.....  -3.2136 
p.val......  0.0013108 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  584 


Estimate...  -0.40184 
AI SE......  0.080922 
T-stat.....  -4.9658 
p.val......  6.8406e-07 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  661 


Estimate...  -0.40961 
AI SE......  0.17701 
T-stat.....  -2.3141 
p.val......  0.020664 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  14543 


Estimate...  -0.41958 
AI SE......  0.037998 
T-stat.....  -11.042 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4195846


s: 160 

Estimate...  -0.41063 
AI SE......  0.078091 
T-stat.....  -5.2583 
p.val......  1.4538e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  641 


Estimate...  -0.44515 
AI SE......  0.12007 
T-stat.....  -3.7073 
p.val......  0.00020948 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  627 


Estimate...  -0.38933 
AI SE......  0.065469 
T-stat.....  -5.9468 
p.val......  2.7349e-09 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  694 


Estimate...  -0.21784 
AI SE......  0.13896 
T-stat.....  -1.5677 
p.val......  0.11696 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  17949 


Estimate...  -0.41271 
AI SE......  0.046964 
T-stat.....  -8.7878 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4127123


s: 161 

Estimate...  -0.51968 
AI SE......  0.075214 
T-stat.....  -6.9094 
p.val......  4.867e-12 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  628 


Estimate...  -0.18249 
AI SE......  0.18023 
T-stat.....  -1.0125 
p.val......  0.31128 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  601 


Estimate...  -0.35829 
AI SE......  0.073906 
T-stat.....  -4.8478 
p.val......  1.2481e-06 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  691 


Estimate...  -0.40719 
AI SE......  0.23060 
T-stat.....  -1.7658 
p.val......  0.077432 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  13401 


Estimate...  -0.38946 
AI SE......  0.044574 
T-stat.....  -8.7374 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.3894602


s: 162 

Estimate...  -0.39858 
AI SE......  0.072783 
T-stat.....  -5.4762 
p.val......  4.3445e-08 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  650 


Estimate...  -0.32409 
AI SE......  0.15710 
T-stat.....  -2.0629 
p.val......  0.039122 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  566 


Estimate...  -0.33721 
AI SE......  0.065218 
T-stat.....  -5.1705 
p.val......  2.3342e-07 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  699 


Estimate...  -0.52756 
AI SE......  0.14606 
T-stat.....  -3.612 
p.val......  0.00030381 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  20935 


Estimate...  -0.40568 
AI SE......  0.05065 
T-stat.....  -8.0094 
p.val......  1.1102e-15 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.4056753


s: 163 

Estimate...  -0.40068 
AI SE......  0.073488 
T-stat.....  -5.4523 
p.val......  4.9717e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  675 


Estimate...  -0.57289 
AI SE......  0.14862 
T-stat.....  -3.8549 
p.val......  0.00011580 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  627 


Estimate...  -0.3583 
AI SE......  0.06927 
T-stat.....  -5.1725 
p.val......  2.3104e-07 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  670 


Estimate...  -0.46067 
AI SE......  0.12637 
T-stat.....  -3.6455 
p.val......  0.00026685 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  19782 


Estimate...  -0.40279 
AI SE......  0.058461 
T-stat.....  -6.8898 
p.val......  5.586e-12 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

          [,1]
[1,] -0.402785


s: 164 

Estimate...  -0.46568 
AI SE......  0.073841 
T-stat.....  -6.3065 
p.val......  2.8541e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  681 


Estimate...  -0.67423 
AI SE......  0.11377 
T-stat.....  -5.9264 
p.val......  3.0958e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  605 


Estimate...  -0.34454 
AI SE......  0.060252 
T-stat.....  -5.7183 
p.val......  1.0757e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  687 


Estimate...  -0.6128 
AI SE......  0.15585 
T-stat.....  -3.9319 
p.val......  8.4272e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  20285 


Estimate...  -0.39926 
AI SE......  0.048468 
T-stat.....  -8.2375 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3992574


s: 165 

Estimate...  -0.55018 
AI SE......  0.078535 
T-stat.....  -7.0056 
p.val......  2.4598e-12 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  640 


Estimate...  -0.3552 
AI SE......  0.1454 
T-stat.....  -2.4429 
p.val......  0.014569 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  566 


Estimate...  -0.31930 
AI SE......  0.0691 
T-stat.....  -4.6208 
p.val......  3.8232e-06 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  640 


Estimate...  -0.38588 
AI SE......  0.11505 
T-stat.....  -3.3539 
p.val......  0.00079679 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  22162 


Estimate...  -0.41075 
AI SE......  0.04385 
T-stat.....  -9.3671 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4107471


s: 166 

Estimate...  -0.46096 
AI SE......  0.071222 
T-stat.....  -6.4721 
p.val......  9.6651e-11 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  661 


Estimate...  -0.40376 
AI SE......  0.12572 
T-stat.....  -3.2117 
p.val......  0.0013195 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  556 


Estimate...  -0.37425 
AI SE......  0.060632 
T-stat.....  -6.1725 
p.val......  6.7216e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  645 


Estimate...  -0.58956 
AI SE......  0.14184 
T-stat.....  -4.1564 
p.val......  3.233e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  17707 


Estimate...  -0.40582 
AI SE......  0.052672 
T-stat.....  -7.7046 
p.val......  1.3101e-14 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4058176


s: 167 

Estimate...  -0.34371 
AI SE......  0.06911 
T-stat.....  -4.9734 
p.val......  6.5797e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  620 


Estimate...  -0.49694 
AI SE......  0.096133 
T-stat.....  -5.1693 
p.val......  2.3497e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  559 


Estimate...  -0.39732 
AI SE......  0.066607 
T-stat.....  -5.9651 
p.val......  2.4447e-09 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  661 


Estimate...  -0.28295 
AI SE......  0.16648 
T-stat.....  -1.6996 
p.val......  0.08921 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  21876 


Estimate...  -0.38304 
AI SE......  0.03405 
T-stat.....  -11.249 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.3830413


s: 168 

Estimate...  -0.35927 
AI SE......  0.074674 
T-stat.....  -4.8111 
p.val......  1.5008e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  632 


Estimate...  -0.36789 
AI SE......  0.13479 
T-stat.....  -2.7294 
p.val......  0.0063457 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  581 


Estimate...  -0.34715 
AI SE......  0.068413 
T-stat.....  -5.0744 
p.val......  3.887e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  660 


Estimate...  -0.37173 
AI SE......  0.15800 
T-stat.....  -2.3528 
p.val......  0.018633 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  17128 


Estimate...  -0.3793 
AI SE......  0.039207 
T-stat.....  -9.6742 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3792999


s: 169 

Estimate...  -0.42829 
AI SE......  0.06663 
T-stat.....  -6.4278 
p.val......  1.2945e-10 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  631 


Estimate...  -0.46762 
AI SE......  0.10876 
T-stat.....  -4.2996 
p.val......  1.7112e-05 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  565 


Estimate...  -0.37170 
AI SE......  0.066781 
T-stat.....  -5.566 
p.val......  2.6069e-08 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  640 


Estimate...  -0.43111 
AI SE......  0.13896 
T-stat.....  -3.1025 
p.val......  0.0019192 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  21922 


Estimate...  -0.38661 
AI SE......  0.055436 
T-stat.....  -6.974 
p.val......  3.0798e-12 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  436 

           [,1]
[1,] -0.3866147


s: 170 

Estimate...  -0.358 
AI SE......  0.069694 
T-stat.....  -5.1367 
p.val......  2.7956e-07 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  624 


Estimate...  -0.60612 
AI SE......  0.16343 
T-stat.....  -3.7088 
p.val......  0.00020827 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  570 


Estimate...  -0.31737 
AI SE......  0.07488 
T-stat.....  -4.2383 
p.val......  2.2518e-05 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  651 


Estimate...  -0.42932 
AI SE......  0.13916 
T-stat.....  -3.085 
p.val......  0.0020354 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  19443 


Estimate...  -0.43629 
AI SE......  0.052433 
T-stat.....  -8.3208 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4362851


s: 171 

Estimate...  -0.4329 
AI SE......  0.07806 
T-stat.....  -5.5458 
p.val......  2.9262e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  684 


Estimate...  -0.39393 
AI SE......  0.14029 
T-stat.....  -2.8080 
p.val......  0.0049857 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  603 


Estimate...  -0.33762 
AI SE......  0.06293 
T-stat.....  -5.365 
p.val......  8.096e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  690 


Estimate...  -0.26059 
AI SE......  0.14963 
T-stat.....  -1.7416 
p.val......  0.081582 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  15908 


Estimate...  -0.38113 
AI SE......  0.038561 
T-stat.....  -9.8838 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3811336


s: 172 

Estimate...  -0.44071 
AI SE......  0.067811 
T-stat.....  -6.4991 
p.val......  8.0797e-11 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  615 


Estimate...  -0.47086 
AI SE......  0.11218 
T-stat.....  -4.1972 
p.val......  2.7026e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  570 


Estimate...  -0.3312 
AI SE......  0.064619 
T-stat.....  -5.1254 
p.val......  2.9693e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  665 


Estimate...  -0.64986 
AI SE......  0.15259 
T-stat.....  -4.2589 
p.val......  2.0543e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  18563 


Estimate...  -0.39291 
AI SE......  0.03156 
T-stat.....  -12.450 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3929094


s: 173 

Estimate...  -0.33621 
AI SE......  0.063147 
T-stat.....  -5.3242 
p.val......  1.0139e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  625 


Estimate...  -0.40045 
AI SE......  0.11931 
T-stat.....  -3.3563 
p.val......  0.0007899 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  589 


Estimate...  -0.32264 
AI SE......  0.069836 
T-stat.....  -4.62 
p.val......  3.8379e-06 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  660 


Estimate...  -0.46661 
AI SE......  0.13513 
T-stat.....  -3.4531 
p.val......  0.00055421 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  22063 


Estimate...  -0.40803 
AI SE......  0.036329 
T-stat.....  -11.231 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

          [,1]
[1,] -0.408027


s: 174 

Estimate...  -0.38844 
AI SE......  0.068132 
T-stat.....  -5.7013 
p.val......  1.1888e-08 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  662 


Estimate...  -0.32804 
AI SE......  0.10638 
T-stat.....  -3.0837 
p.val......  0.0020444 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  595 


Estimate...  -0.40028 
AI SE......  0.061746 
T-stat.....  -6.4827 
p.val......  9.0069e-11 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  682 


Estimate...  -0.45057 
AI SE......  0.16228 
T-stat.....  -2.7765 
p.val......  0.0054943 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  17462 


Estimate...  -0.36983 
AI SE......  0.06052 
T-stat.....  -6.1108 
p.val......  9.9147e-10 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3698254


s: 175 

Estimate...  -0.33337 
AI SE......  0.075247 
T-stat.....  -4.4303 
p.val......  9.4114e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  657 


Estimate...  -0.40226 
AI SE......  0.15915 
T-stat.....  -2.5275 
p.val......  0.011489 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  611 


Estimate...  -0.27994 
AI SE......  0.065338 
T-stat.....  -4.2845 
p.val......  1.8316e-05 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  661 


Estimate...  -0.36924 
AI SE......  0.13316 
T-stat.....  -2.7729 
p.val......  0.0055563 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  20248 


Estimate...  -0.33462 
AI SE......  0.030625 
T-stat.....  -10.926 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3346176


s: 176 

Estimate...  -0.5706 
AI SE......  0.080326 
T-stat.....  -7.1036 
p.val......  1.2157e-12 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  622 


Estimate...  -0.45677 
AI SE......  0.14121 
T-stat.....  -3.2347 
p.val......  0.0012177 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  595 


Estimate...  -0.43481 
AI SE......  0.066673 
T-stat.....  -6.5215 
p.val......  6.9609e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  713 


Estimate...  -0.085757 
AI SE......  0.18766 
T-stat.....  -0.45699 
p.val......  0.64768 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  19683 


Estimate...  -0.40118 
AI SE......  0.024819 
T-stat.....  -16.165 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4011821


s: 177 

Estimate...  -0.43387 
AI SE......  0.064821 
T-stat.....  -6.6934 
p.val......  2.1807e-11 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  662 


Estimate...  -0.50828 
AI SE......  0.12027 
T-stat.....  -4.2261 
p.val......  2.3781e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  616 


Estimate...  -0.35412 
AI SE......  0.063829 
T-stat.....  -5.548 
p.val......  2.89e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  658 


Estimate...  -0.43508 
AI SE......  0.22039 
T-stat.....  -1.9742 
p.val......  0.048361 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  12756 


Estimate...  -0.38816 
AI SE......  0.023692 
T-stat.....  -16.384 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3881564


s: 178 

Estimate...  -0.44086 
AI SE......  0.078028 
T-stat.....  -5.65 
p.val......  1.6041e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  663 


Estimate...  -0.649 
AI SE......  0.14908 
T-stat.....  -4.3535 
p.val......  1.3400e-05 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  590 


Estimate...  -0.43639 
AI SE......  0.064123 
T-stat.....  -6.8054 
p.val......  1.0075e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  670 


Estimate...  -0.42007 
AI SE......  0.13375 
T-stat.....  -3.1408 
p.val......  0.0016850 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  22383 


Estimate...  -0.40683 
AI SE......  0.051341 
T-stat.....  -7.9242 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4068349


s: 179 

Estimate...  -0.45683 
AI SE......  0.078402 
T-stat.....  -5.8267 
p.val......  5.6524e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  669 


Estimate...  -0.39013 
AI SE......  0.12196 
T-stat.....  -3.1989 
p.val......  0.0013793 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  611 


Estimate...  -0.33893 
AI SE......  0.067089 
T-stat.....  -5.052 
p.val......  4.3724e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  685 


Estimate...  -0.70914 
AI SE......  0.13924 
T-stat.....  -5.0928 
p.val......  3.5280e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  20988 


Estimate...  -0.39473 
AI SE......  0.044882 
T-stat.....  -8.7948 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3947308


s: 180 

Estimate...  -0.39499 
AI SE......  0.068365 
T-stat.....  -5.7777 
p.val......  7.5708e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  676 


Estimate...  -0.42466 
AI SE......  0.11879 
T-stat.....  -3.5748 
p.val......  0.00035054 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  607 


Estimate...  -0.46901 
AI SE......  0.060763 
T-stat.....  -7.7186 
p.val......  1.1768e-14 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  704 


Estimate...  -0.33299 
AI SE......  0.20088 
T-stat.....  -1.6577 
p.val......  0.097384 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  16004 


Estimate...  -0.41151 
AI SE......  0.066234 
T-stat.....  -6.213 
p.val......  5.1977e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

          [,1]
[1,] -0.411511


s: 181 

Estimate...  -0.4536 
AI SE......  0.088868 
T-stat.....  -5.1042 
p.val......  3.3214e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  645 


Estimate...  -0.58985 
AI SE......  0.16540 
T-stat.....  -3.5663 
p.val......  0.00036206 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  576 


Estimate...  -0.49581 
AI SE......  0.084235 
T-stat.....  -5.886 
p.val......  3.9558e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  684 


Estimate...  -0.76803 
AI SE......  0.15536 
T-stat.....  -4.9436 
p.val......  7.6697e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  18615 


Estimate...  -0.44594 
AI SE......  0.057542 
T-stat.....  -7.7498 
p.val......  9.1038e-15 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4459416


s: 182 

Estimate...  -0.45583 
AI SE......  0.076711 
T-stat.....  -5.9421 
p.val......  2.8142e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  693 


Estimate...  -0.57797 
AI SE......  0.12259 
T-stat.....  -4.7147 
p.val......  2.4212e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  593 


Estimate...  -0.39216 
AI SE......  0.064113 
T-stat.....  -6.1167 
p.val......  9.5555e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  699 


Estimate...  -0.49866 
AI SE......  0.13025 
T-stat.....  -3.8286 
p.val......  0.00012888 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  22338 


Estimate...  -0.38514 
AI SE......  0.053927 
T-stat.....  -7.142 
p.val......  9.2037e-13 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3851430


s: 183 

Estimate...  -0.43074 
AI SE......  0.073144 
T-stat.....  -5.889 
p.val......  3.8848e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  664 


Estimate...  -0.40409 
AI SE......  0.11859 
T-stat.....  -3.4075 
p.val......  0.00065566 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  596 


Estimate...  -0.37482 
AI SE......  0.061555 
T-stat.....  -6.0892 
p.val......  1.1348e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  664 


Estimate...  -0.5273 
AI SE......  0.13223 
T-stat.....  -3.9876 
p.val......  6.6734e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  19646 


Estimate...  -0.4143 
AI SE......  0.048319 
T-stat.....  -8.5743 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4142998


s: 184 

Estimate...  -0.38873 
AI SE......  0.073342 
T-stat.....  -5.3002 
p.val......  1.1567e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  636 


Estimate...  -0.5263 
AI SE......  0.10397 
T-stat.....  -5.0623 
p.val......  4.142e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  587 


Estimate...  -0.40663 
AI SE......  0.067323 
T-stat.....  -6.04 
p.val......  1.5414e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  688 


Estimate...  -0.53314 
AI SE......  0.11763 
T-stat.....  -4.5325 
p.val......  5.8291e-06 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  24508 


Estimate...  -0.39755 
AI SE......  0.059699 
T-stat.....  -6.6592 
p.val......  2.7536e-11 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3975457


s: 185 

Estimate...  -0.533 
AI SE......  0.074264 
T-stat.....  -7.1772 
p.val......  7.1165e-13 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  638 


Estimate...  -0.62543 
AI SE......  0.13415 
T-stat.....  -4.662 
p.val......  3.1310e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  611 


Estimate...  -0.44772 
AI SE......  0.071233 
T-stat.....  -6.2853 
p.val......  3.2719e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  684 


Estimate...  -0.48207 
AI SE......  0.18669 
T-stat.....  -2.5823 
p.val......  0.0098153 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  16281 


Estimate...  -0.38604 
AI SE......  0.027973 
T-stat.....  -13.800 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3860375


s: 186 

Estimate...  -0.45512 
AI SE......  0.068351 
T-stat.....  -6.6586 
p.val......  2.7647e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  687 


Estimate...  -0.53426 
AI SE......  0.11467 
T-stat.....  -4.6593 
p.val......  3.1733e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  603 


Estimate...  -0.29188 
AI SE......  0.062274 
T-stat.....  -4.687 
p.val......  2.7726e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  684 


Estimate...  -0.21277 
AI SE......  0.16321 
T-stat.....  -1.3036 
p.val......  0.19237 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  23620 


Estimate...  -0.41919 
AI SE......  0.055512 
T-stat.....  -7.5513 
p.val......  4.3077e-14 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4191904


s: 187 

Estimate...  -0.5242 
AI SE......  0.082191 
T-stat.....  -6.3778 
p.val......  1.7962e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  641 


Estimate...  -0.42492 
AI SE......  0.11789 
T-stat.....  -3.6044 
p.val......  0.00031287 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  596 


Estimate...  -0.40909 
AI SE......  0.063224 
T-stat.....  -6.4704 
p.val......  9.7733e-11 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  653 


Estimate...  -0.5227 
AI SE......  0.15481 
T-stat.....  -3.3764 
p.val......  0.00073431 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  21482 


Estimate...  -0.38717 
AI SE......  0.046394 
T-stat.....  -8.3453 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3871691


s: 188 

Estimate...  -0.5008 
AI SE......  0.070888 
T-stat.....  -7.0648 
p.val......  1.6089e-12 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  717 


Estimate...  -0.37288 
AI SE......  0.11591 
T-stat.....  -3.217 
p.val......  0.0012954 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  608 


Estimate...  -0.36715 
AI SE......  0.063673 
T-stat.....  -5.7662 
p.val......  8.109e-09 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  738 


Estimate...  -0.38097 
AI SE......  0.13266 
T-stat.....  -2.8718 
p.val......  0.004081 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  20696 


Estimate...  -0.39654 
AI SE......  0.044265 
T-stat.....  -8.9584 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  510 
Matched number of observations...............  510 
Matched number of observations  (unweighted).  510 

           [,1]
[1,] -0.3965387


s: 189 

Estimate...  -0.47654 
AI SE......  0.074185 
T-stat.....  -6.4236 
p.val......  1.3312e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  644 


Estimate...  -0.40394 
AI SE......  0.11295 
T-stat.....  -3.5762 
p.val......  0.00034858 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  606 


Estimate...  -0.36706 
AI SE......  0.063666 
T-stat.....  -5.7654 
p.val......  8.1475e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  698 


Estimate...  -0.2603 
AI SE......  0.13491 
T-stat.....  -1.9295 
p.val......  0.05367 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  18469 


Estimate...  -0.38385 
AI SE......  0.037778 
T-stat.....  -10.161 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3838502


s: 190 

Estimate...  -0.39955 
AI SE......  0.066028 
T-stat.....  -6.0512 
p.val......  1.4374e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  651 


Estimate...  -0.50505 
AI SE......  0.11624 
T-stat.....  -4.3449 
p.val......  1.3937e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  608 


Estimate...  -0.31106 
AI SE......  0.069068 
T-stat.....  -4.5037 
p.val......  6.6796e-06 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  675 


Estimate...  -0.39185 
AI SE......  0.15588 
T-stat.....  -2.5137 
p.val......  0.011946 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  19360 


Estimate...  -0.36236 
AI SE......  0.02673 
T-stat.....  -13.556 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3623594


s: 191 

Estimate...  -0.43082 
AI SE......  0.06665 
T-stat.....  -6.4639 
p.val......  1.0204e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  681 


Estimate...  -0.38371 
AI SE......  0.10596 
T-stat.....  -3.6214 
p.val......  0.00029305 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  639 


Estimate...  -0.42828 
AI SE......  0.061793 
T-stat.....  -6.9309 
p.val......  4.182e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  680 


Estimate...  -0.40323 
AI SE......  0.17823 
T-stat.....  -2.2624 
p.val......  0.023673 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  18188 


Estimate...  -0.41706 
AI SE......  0.029556 
T-stat.....  -14.111 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4170612


s: 192 

Estimate...  -0.45949 
AI SE......  0.065094 
T-stat.....  -7.0588 
p.val......  1.6795e-12 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  638 


Estimate...  -0.61504 
AI SE......  0.11817 
T-stat.....  -5.2048 
p.val......  1.9423e-07 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  576 


Estimate...  -0.30982 
AI SE......  0.063252 
T-stat.....  -4.8982 
p.val......  9.6739e-07 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  699 


Estimate...  -0.42407 
AI SE......  0.13168 
T-stat.....  -3.2204 
p.val......  0.0012801 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  20910 


Estimate...  -0.39083 
AI SE......  0.030326 
T-stat.....  -12.888 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.3908252


s: 193 

Estimate...  -0.43465 
AI SE......  0.07594 
T-stat.....  -5.7236 
p.val......  1.0431e-08 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  636 


Estimate...  -0.38493 
AI SE......  0.15265 
T-stat.....  -2.5216 
p.val......  0.011681 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  561 


Estimate...  -0.41993 
AI SE......  0.067965 
T-stat.....  -6.1785 
p.val......  6.4694e-10 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  645 


Estimate...  -0.60779 
AI SE......  0.19140 
T-stat.....  -3.1756 
p.val......  0.0014955 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  17416 


Estimate...  -0.43045 
AI SE......  0.053263 
T-stat.....  -8.0816 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  430 

           [,1]
[1,] -0.4304512


s: 194 

Estimate...  -0.36662 
AI SE......  0.077125 
T-stat.....  -4.7535 
p.val......  1.9989e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  641 


Estimate...  -0.53702 
AI SE......  0.11593 
T-stat.....  -4.6324 
p.val......  3.6152e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  569 


Estimate...  -0.48877 
AI SE......  0.070116 
T-stat.....  -6.9708 
p.val......  3.1519e-12 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  678 


Estimate...  -0.4511 
AI SE......  0.13907 
T-stat.....  -3.2437 
p.val......  0.0011798 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  19834 


Estimate...  -0.40738 
AI SE......  0.042888 
T-stat.....  -9.4988 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4073809


s: 195 

Estimate...  -0.39036 
AI SE......  0.08346 
T-stat.....  -4.6772 
p.val......  2.908e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  640 


Estimate...  -0.34834 
AI SE......  0.1462 
T-stat.....  -2.3826 
p.val......  0.017190 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  597 


Estimate...  -0.38365 
AI SE......  0.065304 
T-stat.....  -5.8748 
p.val......  4.2344e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  649 


Estimate...  -0.42357 
AI SE......  0.13604 
T-stat.....  -3.1136 
p.val......  0.0018483 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  16934 


Estimate...  -0.39809 
AI SE......  0.029094 
T-stat.....  -13.683 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

          [,1]
[1,] -0.398088


s: 196 

Estimate...  -0.38864 
AI SE......  0.06858 
T-stat.....  -5.667 
p.val......  1.4530e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  640 


Estimate...  -0.42749 
AI SE......  0.11737 
T-stat.....  -3.6422 
p.val......  0.00027031 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  580 


Estimate...  -0.31853 
AI SE......  0.060184 
T-stat.....  -5.2926 
p.val......  1.2061e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  666 


Estimate...  -0.4208 
AI SE......  0.12203 
T-stat.....  -3.4482 
p.val......  0.00056432 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21597 


Estimate...  -0.37497 
AI SE......  0.056268 
T-stat.....  -6.664 
p.val......  2.6636e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3749717


s: 197 

Estimate...  -0.41500 
AI SE......  0.069699 
T-stat.....  -5.9542 
p.val......  2.613e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  650 


Estimate...  -0.52413 
AI SE......  0.11795 
T-stat.....  -4.4437 
p.val......  8.841e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  562 


Estimate...  -0.35814 
AI SE......  0.071607 
T-stat.....  -5.0014 
p.val......  5.691e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  683 


Estimate...  -0.60402 
AI SE......  0.13429 
T-stat.....  -4.4977 
p.val......  6.8684e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  19845 


Estimate...  -0.43005 
AI SE......  0.038249 
T-stat.....  -11.243 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4300457


s: 198 

Estimate...  -0.33759 
AI SE......  0.06859 
T-stat.....  -4.9219 
p.val......  8.5719e-07 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  676 


Estimate...  -0.60756 
AI SE......  0.14534 
T-stat.....  -4.1802 
p.val......  2.9128e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  638 


Estimate...  -0.39971 
AI SE......  0.068865 
T-stat.....  -5.8042 
p.val......  6.4668e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  747 


Estimate...  -0.30703 
AI SE......  0.14088 
T-stat.....  -2.1794 
p.val......  0.029300 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  19580 


Estimate...  -0.40156 
AI SE......  0.051368 
T-stat.....  -7.8174 
p.val......  5.3291e-15 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.4015644


s: 199 

Estimate...  -0.36253 
AI SE......  0.076824 
T-stat.....  -4.719 
p.val......  2.3704e-06 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  657 


Estimate...  -0.49509 
AI SE......  0.12138 
T-stat.....  -4.0788 
p.val......  4.5264e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  611 


Estimate...  -0.32531 
AI SE......  0.067088 
T-stat.....  -4.849 
p.val......  1.2406e-06 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  658 


Estimate...  -0.50488 
AI SE......  0.13849 
T-stat.....  -3.6457 
p.val......  0.00026662 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  15148 


Estimate...  -0.35855 
AI SE......  0.024307 
T-stat.....  -14.751 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3585541


s: 200 

Estimate...  -0.40446 
AI SE......  0.069762 
T-stat.....  -5.7977 
p.val......  6.7232e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  661 


Estimate...  -0.37583 
AI SE......  0.11604 
T-stat.....  -3.2387 
p.val......  0.0012006 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  558 


Estimate...  -0.30157 
AI SE......  0.065044 
T-stat.....  -4.6363 
p.val......  3.5462e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  675 


Estimate...  -0.23802 
AI SE......  0.16386 
T-stat.....  -1.4526 
p.val......  0.14634 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  15268 


Estimate...  -0.34965 
AI SE......  0.046185 
T-stat.....  -7.5707 
p.val......  3.7081e-14 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3496532


s: 201 

Estimate...  -0.33533 
AI SE......  0.087571 
T-stat.....  -3.8292 
p.val......  0.00012853 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  643 


Estimate...  -0.29805 
AI SE......  0.18142 
T-stat.....  -1.6429 
p.val......  0.10041 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  599 


Estimate...  -0.37525 
AI SE......  0.082678 
T-stat.....  -4.5387 
p.val......  5.66e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  695 


Estimate...  -0.25043 
AI SE......  0.16704 
T-stat.....  -1.4992 
p.val......  0.13381 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  18950 


Estimate...  -0.34301 
AI SE......  0.021883 
T-stat.....  -15.675 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3430055


s: 202 

Estimate...  -0.41132 
AI SE......  0.072699 
T-stat.....  -5.6578 
p.val......  1.5334e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  631 


Estimate...  -0.40053 
AI SE......  0.13918 
T-stat.....  -2.8778 
p.val......  0.0040052 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  606 


Estimate...  -0.36824 
AI SE......  0.062717 
T-stat.....  -5.8715 
p.val......  4.3186e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  653 


Estimate...  -0.31107 
AI SE......  0.12119 
T-stat.....  -2.5668 
p.val......  0.010264 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  23284 


Estimate...  -0.39735 
AI SE......  0.047894 
T-stat.....  -8.2963 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3973479


s: 203 

Estimate...  -0.43386 
AI SE......  0.073815 
T-stat.....  -5.8776 
p.val......  4.1627e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  652 


Estimate...  -0.29059 
AI SE......  0.15385 
T-stat.....  -1.8888 
p.val......  0.058916 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  636 


Estimate...  -0.28342 
AI SE......  0.068335 
T-stat.....  -4.1474 
p.val......  3.3623e-05 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  692 


Estimate...  -0.073184 
AI SE......  0.11220 
T-stat.....  -0.65227 
p.val......  0.51423 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  17654 


Estimate...  -0.43942 
AI SE......  0.042115 
T-stat.....  -10.434 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.4394155


s: 204 

Estimate...  -0.4533 
AI SE......  0.068248 
T-stat.....  -6.642 
p.val......  3.0958e-11 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  639 


Estimate...  -0.33144 
AI SE......  0.10590 
T-stat.....  -3.1298 
p.val......  0.0017492 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  577 


Estimate...  -0.21550 
AI SE......  0.068657 
T-stat.....  -3.1387 
p.val......  0.0016968 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  668 


Estimate...  -0.28954 
AI SE......  0.1353 
T-stat.....  -2.14 
p.val......  0.032356 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  23408 


Estimate...  -0.35742 
AI SE......  0.054955 
T-stat.....  -6.5039 
p.val......  7.826e-11 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3574235


s: 205 

Estimate...  -0.51219 
AI SE......  0.07519 
T-stat.....  -6.812 
p.val......  9.6296e-12 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  649 


Estimate...  -0.31628 
AI SE......  0.15003 
T-stat.....  -2.1082 
p.val......  0.035015 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  604 


Estimate...  -0.37799 
AI SE......  0.065109 
T-stat.....  -5.8055 
p.val......  6.4166e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  656 


Estimate...  -0.59492 
AI SE......  0.14854 
T-stat.....  -4.0051 
p.val......  6.1993e-05 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  16811 


Estimate...  -0.40627 
AI SE......  0.049743 
T-stat.....  -8.1674 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.4062709


s: 206 

Estimate...  -0.40007 
AI SE......  0.070289 
T-stat.....  -5.6918 
p.val......  1.2569e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  650 


Estimate...  -0.25302 
AI SE......  0.15533 
T-stat.....  -1.6289 
p.val......  0.10333 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  593 


Estimate...  -0.39312 
AI SE......  0.060723 
T-stat.....  -6.474 
p.val......  9.5446e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  680 


Estimate...  -0.60523 
AI SE......  0.13478 
T-stat.....  -4.4905 
p.val......  7.1065e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  20028 


Estimate...  -0.43111 
AI SE......  0.051574 
T-stat.....  -8.359 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4311072


s: 207 

Estimate...  -0.40225 
AI SE......  0.076268 
T-stat.....  -5.2742 
p.val......  1.3332e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  668 


Estimate...  -0.51417 
AI SE......  0.14694 
T-stat.....  -3.4991 
p.val......  0.00046677 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  606 


Estimate...  -0.39053 
AI SE......  0.067594 
T-stat.....  -5.7776 
p.val......  7.5756e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  741 


Estimate...  -0.54205 
AI SE......  0.19011 
T-stat.....  -2.8512 
p.val......  0.0043554 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  19784 


Estimate...  -0.3931 
AI SE......  0.074299 
T-stat.....  -5.2908 
p.val......  1.2180e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3930988


s: 208 

Estimate...  -0.41273 
AI SE......  0.070323 
T-stat.....  -5.869 
p.val......  4.3838e-09 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  682 


Estimate...  -0.42234 
AI SE......  0.11235 
T-stat.....  -3.7591 
p.val......  0.00017055 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  600 


Estimate...  -0.39991 
AI SE......  0.05993 
T-stat.....  -6.673 
p.val......  2.5064e-11 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  686 


Estimate...  -0.51323 
AI SE......  0.11636 
T-stat.....  -4.4107 
p.val......  1.0302e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  22558 


Estimate...  -0.39928 
AI SE......  0.045398 
T-stat.....  -8.7951 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3992804


s: 209 

Estimate...  -0.4468 
AI SE......  0.081707 
T-stat.....  -5.4683 
p.val......  4.5449e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  664 


Estimate...  -0.43528 
AI SE......  0.12484 
T-stat.....  -3.4866 
p.val......  0.00048923 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  593 


Estimate...  -0.32288 
AI SE......  0.077732 
T-stat.....  -4.1537 
p.val......  3.2714e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  706 


Estimate...  -0.19157 
AI SE......  0.15616 
T-stat.....  -1.2267 
p.val......  0.21993 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  15164 


Estimate...  -0.36442 
AI SE......  0.027584 
T-stat.....  -13.211 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3644166


s: 210 

Estimate...  -0.42626 
AI SE......  0.080137 
T-stat.....  -5.3191 
p.val......  1.0427e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  653 


Estimate...  -0.49398 
AI SE......  0.13493 
T-stat.....  -3.6611 
p.val......  0.00025113 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  597 


Estimate...  -0.44472 
AI SE......  0.065206 
T-stat.....  -6.8203 
p.val......  9.087e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  677 


Estimate...  -0.31053 
AI SE......  0.17388 
T-stat.....  -1.7859 
p.val......  0.074116 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  15606 


Estimate...  -0.39487 
AI SE......  0.028251 
T-stat.....  -13.977 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3948692


s: 211 

Estimate...  -0.39044 
AI SE......  0.073439 
T-stat.....  -5.3166 
p.val......  1.0575e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  649 


Estimate...  -0.31671 
AI SE......  0.11201 
T-stat.....  -2.8275 
p.val......  0.0046916 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  597 


Estimate...  -0.40896 
AI SE......  0.069889 
T-stat.....  -5.8516 
p.val......  4.8701e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  681 


Estimate...  -0.33087 
AI SE......  0.11712 
T-stat.....  -2.8250 
p.val......  0.0047275 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  25060 


Estimate...  -0.36742 
AI SE......  0.027111 
T-stat.....  -13.552 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3674229


s: 212 

Estimate...  -0.4042 
AI SE......  0.078357 
T-stat.....  -5.1584 
p.val......  2.4907e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  654 


Estimate...  -0.74238 
AI SE......  0.17465 
T-stat.....  -4.2506 
p.val......  2.132e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  597 


Estimate...  -0.38009 
AI SE......  0.076178 
T-stat.....  -4.9896 
p.val......  6.0509e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  681 


Estimate...  -0.21899 
AI SE......  0.18576 
T-stat.....  -1.1789 
p.val......  0.23845 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  15483 


Estimate...  -0.36374 
AI SE......  0.023951 
T-stat.....  -15.187 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3637445


s: 213 

Estimate...  -0.42073 
AI SE......  0.068837 
T-stat.....  -6.112 
p.val......  9.8425e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  646 


Estimate...  -0.45663 
AI SE......  0.10403 
T-stat.....  -4.3894 
p.val......  1.1367e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  576 


Estimate...  -0.37045 
AI SE......  0.063537 
T-stat.....  -5.8304 
p.val......  5.5287e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  672 


Estimate...  -0.30559 
AI SE......  0.12632 
T-stat.....  -2.4191 
p.val......  0.015557 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  24334 


Estimate...  -0.43938 
AI SE......  0.053453 
T-stat.....  -8.2198 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

          [,1]
[1,] -0.439375


s: 214 

Estimate...  -0.36618 
AI SE......  0.080458 
T-stat.....  -4.5512 
p.val......  5.3331e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  661 


Estimate...  -0.481 
AI SE......  0.13019 
T-stat.....  -3.6946 
p.val......  0.00022020 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  612 


Estimate...  -0.42726 
AI SE......  0.074322 
T-stat.....  -5.7487 
p.val......  8.9908e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  704 


Estimate...  -0.53693 
AI SE......  0.17989 
T-stat.....  -2.9848 
p.val......  0.0028376 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  13680 


Estimate...  -0.38834 
AI SE......  0.054646 
T-stat.....  -7.1066 
p.val......  1.1895e-12 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3883448


s: 215 

Estimate...  -0.39026 
AI SE......  0.073126 
T-stat.....  -5.3368 
p.val......  9.4622e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  647 


Estimate...  -0.31916 
AI SE......  0.15003 
T-stat.....  -2.1273 
p.val......  0.033395 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  599 


Estimate...  -0.43806 
AI SE......  0.082665 
T-stat.....  -5.2993 
p.val......  1.1627e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  691 


Estimate...  -0.51938 
AI SE......  0.1473 
T-stat.....  -3.526 
p.val......  0.00042188 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  16911 


Estimate...  -0.34789 
AI SE......  0.030157 
T-stat.....  -11.536 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3478916


s: 216 

Estimate...  -0.44034 
AI SE......  0.067939 
T-stat.....  -6.4814 
p.val......  9.0894e-11 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  638 


Estimate...  -0.59464 
AI SE......  0.099855 
T-stat.....  -5.9551 
p.val......  2.5995e-09 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  575 


Estimate...  -0.40845 
AI SE......  0.062593 
T-stat.....  -6.5255 
p.val......  6.7779e-11 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  702 


Estimate...  -0.50061 
AI SE......  0.14644 
T-stat.....  -3.4184 
p.val......  0.00062991 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  20552 


Estimate...  -0.39078 
AI SE......  0.046883 
T-stat.....  -8.3352 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.3907831


s: 217 

Estimate...  -0.41643 
AI SE......  0.07771 
T-stat.....  -5.3588 
p.val......  8.3758e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  663 


Estimate...  -0.35503 
AI SE......  0.14579 
T-stat.....  -2.4352 
p.val......  0.014882 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  590 


Estimate...  -0.3435 
AI SE......  0.061763 
T-stat.....  -5.5616 
p.val......  2.6739e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  694 


Estimate...  -0.41039 
AI SE......  0.15719 
T-stat.....  -2.6108 
p.val......  0.0090328 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  16361 


Estimate...  -0.37331 
AI SE......  0.044497 
T-stat.....  -8.3896 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3733135


s: 218 

Estimate...  -0.41275 
AI SE......  0.065776 
T-stat.....  -6.275 
p.val......  3.4953e-10 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  696 


Estimate...  -0.5814 
AI SE......  0.10685 
T-stat.....  -5.4413 
p.val......  5.2882e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  612 


Estimate...  -0.3991 
AI SE......  0.067046 
T-stat.....  -5.9526 
p.val......  2.6392e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  662 


Estimate...  -0.62932 
AI SE......  0.12280 
T-stat.....  -5.1249 
p.val......  2.9772e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  19681 


Estimate...  -0.38593 
AI SE......  0.05754 
T-stat.....  -6.7072 
p.val......  1.9835e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3859325


s: 219 

Estimate...  -0.35596 
AI SE......  0.074539 
T-stat.....  -4.7755 
p.val......  1.7924e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  621 


Estimate...  -0.37849 
AI SE......  0.12889 
T-stat.....  -2.9367 
p.val......  0.0033178 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  569 


Estimate...  -0.33511 
AI SE......  0.062419 
T-stat.....  -5.3688 
p.val......  7.9255e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  660 


Estimate...  -0.25032 
AI SE......  0.13579 
T-stat.....  -1.8434 
p.val......  0.06527 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  21485 


Estimate...  -0.41153 
AI SE......  0.04285 
T-stat.....  -9.604 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4115252


s: 220 

Estimate...  -0.38971 
AI SE......  0.070966 
T-stat.....  -5.4915 
p.val......  3.9857e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  651 


Estimate...  -0.35876 
AI SE......  0.10297 
T-stat.....  -3.484 
p.val......  0.000494 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  626 


Estimate...  -0.32185 
AI SE......  0.06721 
T-stat.....  -4.7887 
p.val......  1.6785e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  658 


Estimate...  -0.32437 
AI SE......  0.11693 
T-stat.....  -2.7739 
p.val......  0.0055383 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  25162 


Estimate...  -0.34594 
AI SE......  0.035346 
T-stat.....  -9.7873 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3459384


s: 221 

Estimate...  -0.47984 
AI SE......  0.068466 
T-stat.....  -7.0084 
p.val......  2.4099e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  643 


Estimate...  -0.73776 
AI SE......  0.15622 
T-stat.....  -4.7227 
p.val......  2.3275e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  614 


Estimate...  -0.32718 
AI SE......  0.060328 
T-stat.....  -5.4234 
p.val......  5.8466e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  666 


Estimate...  -0.12387 
AI SE......  0.14576 
T-stat.....  -0.84982 
p.val......  0.39543 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  21009 


Estimate...  -0.43557 
AI SE......  0.050028 
T-stat.....  -8.7064 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

          [,1]
[1,] -0.435566


s: 222 

Estimate...  -0.16356 
AI SE......  0.11192 
T-stat.....  -1.4615 
p.val......  0.14388 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  632 


Estimate...  -0.40963 
AI SE......  0.15198 
T-stat.....  -2.6953 
p.val......  0.0070323 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  588 


Estimate...  -0.29992 
AI SE......  0.070969 
T-stat.....  -4.2261 
p.val......  2.3781e-05 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  666 


Estimate...  -0.2875 
AI SE......  0.19501 
T-stat.....  -1.4742 
p.val......  0.14042 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  14723 


Estimate...  -0.32152 
AI SE......  0.027208 
T-stat.....  -11.817 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3215212


s: 223 

Estimate...  -0.39674 
AI SE......  0.065042 
T-stat.....  -6.0998 
p.val......  1.0621e-09 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  636 


Estimate...  -0.49141 
AI SE......  0.10628 
T-stat.....  -4.6239 
p.val......  3.7663e-06 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  607 


Estimate...  -0.3581 
AI SE......  0.059537 
T-stat.....  -6.0147 
p.val......  1.8022e-09 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  670 


Estimate...  -0.29226 
AI SE......  0.15162 
T-stat.....  -1.9276 
p.val......  0.053903 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  17762 


Estimate...  -0.4045 
AI SE......  0.048034 
T-stat.....  -8.4213 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.4045032


s: 224 

Estimate...  -0.44535 
AI SE......  0.074373 
T-stat.....  -5.988 
p.val......  2.1237e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  667 


Estimate...  -0.3677 
AI SE......  0.11909 
T-stat.....  -3.0875 
p.val......  0.0020182 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  571 


Estimate...  -0.31356 
AI SE......  0.06735 
T-stat.....  -4.6557 
p.val......  3.2287e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  650 


Estimate...  -0.25188 
AI SE......  0.17322 
T-stat.....  -1.4541 
p.val......  0.14591 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  20304 


Estimate...  -0.43318 
AI SE......  0.060545 
T-stat.....  -7.1546 
p.val......  8.391e-13 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4331783


s: 225 

Estimate...  -0.44796 
AI SE......  0.07065 
T-stat.....  -6.3405 
p.val......  2.2902e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  681 


Estimate...  -0.64392 
AI SE......  0.12698 
T-stat.....  -5.0711 
p.val......  3.9546e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  585 


Estimate...  -0.38691 
AI SE......  0.065653 
T-stat.....  -5.8933 
p.val......  3.7855e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  687 


Estimate...  -0.27152 
AI SE......  0.14337 
T-stat.....  -1.8938 
p.val......  0.058252 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  25343 


Estimate...  -0.47765 
AI SE......  0.06178 
T-stat.....  -7.7314 
p.val......  1.0658e-14 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

          [,1]
[1,] -0.477647


s: 226 

Estimate...  -0.4016 
AI SE......  0.07225 
T-stat.....  -5.5584 
p.val......  2.7223e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  650 


Estimate...  -0.42899 
AI SE......  0.12004 
T-stat.....  -3.5736 
p.val......  0.00035204 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  559 


Estimate...  -0.30185 
AI SE......  0.075852 
T-stat.....  -3.9794 
p.val......  6.9089e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  670 


Estimate...  -0.60675 
AI SE......  0.14211 
T-stat.....  -4.2696 
p.val......  1.9587e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  21663 


Estimate...  -0.42423 
AI SE......  0.053552 
T-stat.....  -7.9219 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4242288


s: 227 

Estimate...  -0.49044 
AI SE......  0.077472 
T-stat.....  -6.3306 
p.val......  2.4422e-10 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  687 


Estimate...  -0.40943 
AI SE......  0.12451 
T-stat.....  -3.2884 
p.val......  0.0010076 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  592 


Estimate...  -0.44648 
AI SE......  0.063939 
T-stat.....  -6.9829 
p.val......  2.8919e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  695 


Estimate...  -0.81377 
AI SE......  0.20121 
T-stat.....  -4.0445 
p.val......  5.2441e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  14607 


Estimate...  -0.39517 
AI SE......  0.040646 
T-stat.....  -9.7224 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3951722


s: 228 

Estimate...  -0.40615 
AI SE......  0.071122 
T-stat.....  -5.7106 
p.val......  1.1257e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  662 


Estimate...  -0.60572 
AI SE......  0.11892 
T-stat.....  -5.0935 
p.val......  3.5144e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  597 


Estimate...  -0.38124 
AI SE......  0.068928 
T-stat.....  -5.531 
p.val......  3.1840e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  711 


Estimate...  -0.33331 
AI SE......  0.11453 
T-stat.....  -2.9104 
p.val......  0.0036101 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  20102 


Estimate...  -0.39508 
AI SE......  0.043473 
T-stat.....  -9.0879 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3950794


s: 229 

Estimate...  -0.43295 
AI SE......  0.076609 
T-stat.....  -5.6514 
p.val......  1.5915e-08 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  609 


Estimate...  -0.50845 
AI SE......  0.12806 
T-stat.....  -3.9704 
p.val......  7.1738e-05 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  589 


Estimate...  -0.37594 
AI SE......  0.064077 
T-stat.....  -5.8671 
p.val......  4.4346e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  672 


Estimate...  -0.25137 
AI SE......  0.13686 
T-stat.....  -1.8367 
p.val......  0.066258 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  17145 


Estimate...  -0.40956 
AI SE......  0.063063 
T-stat.....  -6.4945 
p.val......  8.3285e-11 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.4095628


s: 230 

Estimate...  -0.42396 
AI SE......  0.068264 
T-stat.....  -6.2106 
p.val......  5.2795e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  642 


Estimate...  -0.6316 
AI SE......  0.11334 
T-stat.....  -5.5728 
p.val......  2.5068e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  600 


Estimate...  -0.36266 
AI SE......  0.061088 
T-stat.....  -5.9367 
p.val......  2.9083e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  681 


Estimate...  -0.28491 
AI SE......  0.15648 
T-stat.....  -1.8208 
p.val......  0.068644 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  17428 


Estimate...  -0.37188 
AI SE......  0.063271 
T-stat.....  -5.8776 
p.val......  4.1625e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3718838


s: 231 

Estimate...  -0.38808 
AI SE......  0.069829 
T-stat.....  -5.5576 
p.val......  2.7354e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  667 


Estimate...  -0.41353 
AI SE......  0.10972 
T-stat.....  -3.769 
p.val......  0.00016391 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  616 


Estimate...  -0.35470 
AI SE......  0.064702 
T-stat.....  -5.4819 
p.val......  4.2068e-08 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  694 


Estimate...  -0.42406 
AI SE......  0.12890 
T-stat.....  -3.2899 
p.val......  0.0010023 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  24108 


Estimate...  -0.39895 
AI SE......  0.023766 
T-stat.....  -16.787 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  497 
Matched number of observations...............  497 
Matched number of observations  (unweighted).  497 

           [,1]
[1,] -0.3989483


s: 232 

Estimate...  -0.4514 
AI SE......  0.076973 
T-stat.....  -5.8644 
p.val......  4.5089e-09 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  627 


Estimate...  -0.51141 
AI SE......  0.12295 
T-stat.....  -4.1596 
p.val......  3.1885e-05 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  570 


Estimate...  -0.3651 
AI SE......  0.06542 
T-stat.....  -5.5809 
p.val......  2.3932e-08 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  626 


Estimate...  -0.65925 
AI SE......  0.19782 
T-stat.....  -3.3325 
p.val......  0.00086062 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  18131 


Estimate...  -0.38027 
AI SE......  0.040911 
T-stat.....  -9.2949 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  436 

           [,1]
[1,] -0.3802654


s: 233 

Estimate...  -0.37979 
AI SE......  0.067587 
T-stat.....  -5.6192 
p.val......  1.9180e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  656 


Estimate...  -0.4765 
AI SE......  0.10626 
T-stat.....  -4.4844 
p.val......  7.3134e-06 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  579 


Estimate...  -0.36759 
AI SE......  0.06821 
T-stat.....  -5.3891 
p.val......  7.0818e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  658 


Estimate...  -0.25947 
AI SE......  0.12903 
T-stat.....  -2.0109 
p.val......  0.044337 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  20967 


Estimate...  -0.40884 
AI SE......  0.054597 
T-stat.....  -7.4883 
p.val......  6.9722e-14 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4088375


s: 234 

Estimate...  -0.40144 
AI SE......  0.066229 
T-stat.....  -6.0615 
p.val......  1.3489e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  637 


Estimate...  -0.45266 
AI SE......  0.10656 
T-stat.....  -4.248 
p.val......  2.157e-05 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  586 


Estimate...  -0.32650 
AI SE......  0.059747 
T-stat.....  -5.4648 
p.val......  4.6346e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  670 


Estimate...  -0.52004 
AI SE......  0.12902 
T-stat.....  -4.0308 
p.val......  5.559e-05 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  19534 


Estimate...  -0.43562 
AI SE......  0.042881 
T-stat.....  -10.159 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4356239


s: 235 

Estimate...  -0.47744 
AI SE......  0.10011 
T-stat.....  -4.7693 
p.val......  1.8489e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  679 


Estimate...  -0.6255 
AI SE......  0.18131 
T-stat.....  -3.4499 
p.val......  0.00056087 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  585 


Estimate...  -0.34593 
AI SE......  0.064637 
T-stat.....  -5.352 
p.val......  8.7004e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  698 


Estimate...  -0.42543 
AI SE......  0.13705 
T-stat.....  -3.1041 
p.val......  0.0019085 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  19257 


Estimate...  -0.40186 
AI SE......  0.048698 
T-stat.....  -8.2522 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4018596


s: 236 

Estimate...  -0.31465 
AI SE......  0.088149 
T-stat.....  -3.5696 
p.val......  0.00035754 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  640 


Estimate...  -0.48228 
AI SE......  0.13771 
T-stat.....  -3.5022 
p.val......  0.00046146 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  582 


Estimate...  -0.39628 
AI SE......  0.066593 
T-stat.....  -5.9508 
p.val......  2.669e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  682 


Estimate...  -0.19063 
AI SE......  0.10772 
T-stat.....  -1.7696 
p.val......  0.076788 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  24746 


Estimate...  -0.38403 
AI SE......  0.049517 
T-stat.....  -7.7554 
p.val......  8.8818e-15 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3840283


s: 237 

Estimate...  -0.45345 
AI SE......  0.069926 
T-stat.....  -6.4847 
p.val......  8.892e-11 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  654 


Estimate...  -0.48543 
AI SE......  0.13791 
T-stat.....  -3.5199 
p.val......  0.00043164 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  637 


Estimate...  -0.2849 
AI SE......  0.074861 
T-stat.....  -3.8057 
p.val......  0.00014141 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  703 


Estimate...  -0.43597 
AI SE......  0.14235 
T-stat.....  -3.0626 
p.val......  0.0021943 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  18302 


Estimate...  -0.4025 
AI SE......  0.035536 
T-stat.....  -11.327 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

          [,1]
[1,] -0.402498


s: 238 

Estimate...  -0.42637 
AI SE......  0.06475 
T-stat.....  -6.5849 
p.val......  4.5509e-11 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  665 


Estimate...  -0.41518 
AI SE......  0.096849 
T-stat.....  -4.2869 
p.val......  1.8116e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  577 


Estimate...  -0.31346 
AI SE......  0.06357 
T-stat.....  -4.931 
p.val......  8.182e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  676 


Estimate...  -0.47735 
AI SE......  0.14886 
T-stat.....  -3.2067 
p.val......  0.0013429 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  19065 


Estimate...  -0.36761 
AI SE......  0.043429 
T-stat.....  -8.4647 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3676127


s: 239 

Estimate...  -0.40878 
AI SE......  0.069463 
T-stat.....  -5.8849 
p.val......  3.9826e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  673 


Estimate...  -0.43685 
AI SE......  0.14440 
T-stat.....  -3.0252 
p.val......  0.0024846 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  591 


Estimate...  -0.39336 
AI SE......  0.074282 
T-stat.....  -5.2955 
p.val......  1.1868e-07 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  691 


Estimate...  -0.29398 
AI SE......  0.13444 
T-stat.....  -2.1867 
p.val......  0.028764 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  18789 


Estimate...  -0.3781 
AI SE......  0.048882 
T-stat.....  -7.735 
p.val......  1.0436e-14 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

          [,1]
[1,] -0.378101


s: 240 

Estimate...  -0.51194 
AI SE......  0.069501 
T-stat.....  -7.366 
p.val......  1.7586e-13 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  656 


Estimate...  -0.57089 
AI SE......  0.092017 
T-stat.....  -6.2042 
p.val......  5.4984e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  590 


Estimate...  -0.28471 
AI SE......  0.062041 
T-stat.....  -4.5891 
p.val......  4.4525e-06 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  683 


Estimate...  -0.71921 
AI SE......  0.12841 
T-stat.....  -5.6009 
p.val......  2.1329e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  15956 


Estimate...  -0.3592 
AI SE......  0.024502 
T-stat.....  -14.66 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

          [,1]
[1,] -0.359199


s: 241 

Estimate...  -0.32996 
AI SE......  0.077893 
T-stat.....  -4.2361 
p.val......  2.2741e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  619 


Estimate...  -0.25205 
AI SE......  0.14412 
T-stat.....  -1.7489 
p.val......  0.080306 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  567 


Estimate...  -0.41317 
AI SE......  0.069027 
T-stat.....  -5.9856 
p.val......  2.1556e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  669 


Estimate...  -0.36055 
AI SE......  0.18745 
T-stat.....  -1.9235 
p.val......  0.054423 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  11618 


Estimate...  -0.40537 
AI SE......  0.059256 
T-stat.....  -6.841 
p.val......  7.8606e-12 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4053742


s: 242 

Estimate...  -0.37493 
AI SE......  0.069957 
T-stat.....  -5.3594 
p.val......  8.3507e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  659 


Estimate...  -0.42133 
AI SE......  0.12173 
T-stat.....  -3.4611 
p.val......  0.00053804 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  591 


Estimate...  -0.39645 
AI SE......  0.058147 
T-stat.....  -6.8181 
p.val......  9.227e-12 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  678 


Estimate...  -0.50594 
AI SE......  0.14052 
T-stat.....  -3.6004 
p.val......  0.00031767 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  21813 


Estimate...  -0.39791 
AI SE......  0.031855 
T-stat.....  -12.491 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3979066


s: 243 

Estimate...  -0.44071 
AI SE......  0.071983 
T-stat.....  -6.1225 
p.val......  9.2141e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  645 


Estimate...  -0.53996 
AI SE......  0.10926 
T-stat.....  -4.942 
p.val......  7.7337e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  602 


Estimate...  -0.42271 
AI SE......  0.063688 
T-stat.....  -6.6372 
p.val......  3.1976e-11 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  683 


Estimate...  -0.50677 
AI SE......  0.17565 
T-stat.....  -2.8851 
p.val......  0.0039127 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  15868 


Estimate...  -0.40057 
AI SE......  0.054411 
T-stat.....  -7.362 
p.val......  1.8119e-13 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4005733


s: 244 

Estimate...  -0.38055 
AI SE......  0.072682 
T-stat.....  -5.2358 
p.val......  1.6423e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  623 


Estimate...  -0.51714 
AI SE......  0.11624 
T-stat.....  -4.449 
p.val......  8.6278e-06 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  582 


Estimate...  -0.36781 
AI SE......  0.062986 
T-stat.....  -5.8396 
p.val......  5.233e-09 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  680 


Estimate...  -0.40122 
AI SE......  0.13824 
T-stat.....  -2.9023 
p.val......  0.0037044 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  18261 


Estimate...  -0.4321 
AI SE......  0.052196 
T-stat.....  -8.2784 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4320968


s: 245 

Estimate...  -0.44393 
AI SE......  0.062741 
T-stat.....  -7.0755 
p.val......  1.4890e-12 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  633 


Estimate...  -0.39109 
AI SE......  0.11587 
T-stat.....  -3.3751 
p.val......  0.00073777 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  545 


Estimate...  -0.48412 
AI SE......  0.06266 
T-stat.....  -7.7262 
p.val......  1.1102e-14 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  660 


Estimate...  -0.42369 
AI SE......  0.18824 
T-stat.....  -2.2508 
p.val......  0.024397 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  15746 


Estimate...  -0.4028 
AI SE......  0.042073 
T-stat.....  -9.5739 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.4027972


s: 246 

Estimate...  -0.39708 
AI SE......  0.065768 
T-stat.....  -6.0375 
p.val......  1.5648e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  663 


Estimate...  -0.44644 
AI SE......  0.10928 
T-stat.....  -4.0852 
p.val......  4.4036e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  588 


Estimate...  -0.35976 
AI SE......  0.058715 
T-stat.....  -6.1272 
p.val......  8.9454e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  664 


Estimate...  -0.6457 
AI SE......  0.23505 
T-stat.....  -2.7470 
p.val......  0.0060135 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  18094 


Estimate...  -0.37508 
AI SE......  0.052812 
T-stat.....  -7.1022 
p.val......  1.2279e-12 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3750786


s: 247 

Estimate...  -0.39326 
AI SE......  0.065318 
T-stat.....  -6.0207 
p.val......  1.7369e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  663 


Estimate...  -0.39448 
AI SE......  0.09592 
T-stat.....  -4.1126 
p.val......  3.9118e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  579 


Estimate...  -0.35420 
AI SE......  0.064134 
T-stat.....  -5.5228 
p.val......  3.3371e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  691 


Estimate...  -0.46728 
AI SE......  0.17478 
T-stat.....  -2.6735 
p.val......  0.0075058 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  16715 


Estimate...  -0.36649 
AI SE......  0.063175 
T-stat.....  -5.8013 
p.val......  6.5812e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3664945


s: 248 

Estimate...  -0.22294 
AI SE......  0.08683 
T-stat.....  -2.5676 
p.val......  0.010242 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  654 


Estimate...  -0.53344 
AI SE......  0.12524 
T-stat.....  -4.2595 
p.val......  2.0486e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  575 


Estimate...  -0.42534 
AI SE......  0.058987 
T-stat.....  -7.2107 
p.val......  5.5644e-13 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  671 


Estimate...  -0.40521 
AI SE......  0.13821 
T-stat.....  -2.9318 
p.val......  0.00337 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  16847 


Estimate...  -0.39578 
AI SE......  0.045875 
T-stat.....  -8.6274 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3957797


s: 249 

Estimate...  -0.42548 
AI SE......  0.081733 
T-stat.....  -5.2058 
p.val......  1.9321e-07 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  651 


Estimate...  -0.35229 
AI SE......  0.15740 
T-stat.....  -2.2382 
p.val......  0.025206 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  597 


Estimate...  -0.26787 
AI SE......  0.075399 
T-stat.....  -3.5527 
p.val......  0.00038134 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  695 


Estimate...  -0.10499 
AI SE......  0.15806 
T-stat.....  -0.66424 
p.val......  0.50653 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  19788 


Estimate...  -0.35476 
AI SE......  0.04489 
T-stat.....  -7.903 
p.val......  2.6645e-15 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3547598


s: 250 

Estimate...  -0.46254 
AI SE......  0.072317 
T-stat.....  -6.3959 
p.val......  1.5957e-10 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  625 


Estimate...  -0.50987 
AI SE......  0.12858 
T-stat.....  -3.9654 
p.val......  7.327e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  569 


Estimate...  -0.34434 
AI SE......  0.062162 
T-stat.....  -5.5395 
p.val......  3.0341e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  704 


Estimate...  -0.50478 
AI SE......  0.23510 
T-stat.....  -2.1471 
p.val......  0.031789 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  12419 


Estimate...  -0.37656 
AI SE......  0.026970 
T-stat.....  -13.962 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3765599


s: 251 

Estimate...  -0.40969 
AI SE......  0.081985 
T-stat.....  -4.9972 
p.val......  5.8176e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  624 


Estimate...  -0.49243 
AI SE......  0.14356 
T-stat.....  -3.43 
p.val......  0.00060357 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  566 


Estimate...  -0.37248 
AI SE......  0.070715 
T-stat.....  -5.2673 
p.val......  1.3842e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  597 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.11708 
AI SE......  0.046152 
T-stat.....  -2.5367 
p.val......  0.011189 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  248236 


Estimate...  -0.40264 
AI SE......  0.047406 
T-stat.....  -8.4935 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4026407


s: 252 

Estimate...  -0.42028 
AI SE......  0.078708 
T-stat.....  -5.3398 
p.val......  9.3041e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  664 


Estimate...  -0.77141 
AI SE......  0.15622 
T-stat.....  -4.9379 
p.val......  7.8967e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  595 


Estimate...  -0.36888 
AI SE......  0.062161 
T-stat.....  -5.9342 
p.val......  2.9521e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  721 


Estimate...  -0.52652 
AI SE......  0.13847 
T-stat.....  -3.8025 
p.val......  0.00014326 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  21435 


Estimate...  -0.37558 
AI SE......  0.069898 
T-stat.....  -5.3732 
p.val......  7.733e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3755779


s: 253 

Estimate...  -0.46287 
AI SE......  0.071188 
T-stat.....  -6.5021 
p.val......  7.9205e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  634 


Estimate...  -0.81664 
AI SE......  0.15079 
T-stat.....  -5.4157 
p.val......  6.104e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  560 


Estimate...  -0.32897 
AI SE......  0.061848 
T-stat.....  -5.3189 
p.val......  1.0437e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  664 


Estimate...  -0.40185 
AI SE......  0.15437 
T-stat.....  -2.6031 
p.val......  0.0092393 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  14472 


Estimate...  -0.38 
AI SE......  0.030021 
T-stat.....  -12.658 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3799962


s: 254 

Estimate...  -0.39693 
AI SE......  0.064181 
T-stat.....  -6.1845 
p.val......  6.2288e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  661 


Estimate...  -0.36268 
AI SE......  0.11641 
T-stat.....  -3.1156 
p.val......  0.0018358 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  591 


Estimate...  -0.35555 
AI SE......  0.061455 
T-stat.....  -5.7855 
p.val......  7.231e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  705 


Estimate...  -0.35671 
AI SE......  0.15155 
T-stat.....  -2.3538 
p.val......  0.018583 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  23674 


Estimate...  -0.37699 
AI SE......  0.045215 
T-stat.....  -8.3377 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3769857


s: 255 

Estimate...  -0.47103 
AI SE......  0.06385 
T-stat.....  -7.3772 
p.val......  1.6165e-13 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  669 


Estimate...  -0.52302 
AI SE......  0.14328 
T-stat.....  -3.6505 
p.val......  0.00026177 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  618 


Estimate...  -0.36077 
AI SE......  0.059916 
T-stat.....  -6.0212 
p.val......  1.7311e-09 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  674 


Estimate...  -0.3696 
AI SE......  0.15430 
T-stat.....  -2.3954 
p.val......  0.016604 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  19565 


Estimate...  -0.40493 
AI SE......  0.044216 
T-stat.....  -9.158 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4049282


s: 256 

Estimate...  -0.40207 
AI SE......  0.065827 
T-stat.....  -6.108 
p.val......  1.0090e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  664 


Estimate...  -0.62578 
AI SE......  0.09548 
T-stat.....  -6.554 
p.val......  5.5991e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  619 


Estimate...  -0.43458 
AI SE......  0.06039 
T-stat.....  -7.1962 
p.val......  6.1906e-13 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  730 


Estimate...  -0.66003 
AI SE......  0.12305 
T-stat.....  -5.3641 
p.val......  8.1363e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  23949 


Estimate...  -0.41110 
AI SE......  0.05063 
T-stat.....  -8.1198 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4111046


s: 257 

Estimate...  -0.53225 
AI SE......  0.074753 
T-stat.....  -7.12 
p.val......  1.0789e-12 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  675 


Estimate...  -0.66306 
AI SE......  0.12198 
T-stat.....  -5.4359 
p.val......  5.4533e-08 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  593 


Estimate...  -0.42629 
AI SE......  0.068648 
T-stat.....  -6.2098 
p.val......  5.3063e-10 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  690 


Estimate...  -0.6681 
AI SE......  0.11883 
T-stat.....  -5.6225 
p.val......  1.8821e-08 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  26034 


Estimate...  -0.41019 
AI SE......  0.046847 
T-stat.....  -8.756 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.4101892


s: 258 

Estimate...  -0.39334 
AI SE......  0.085656 
T-stat.....  -4.5921 
p.val......  4.3884e-06 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  664 


Estimate...  -0.65283 
AI SE......  0.15696 
T-stat.....  -4.1591 
p.val......  3.1947e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  577 


Estimate...  -0.28659 
AI SE......  0.07029 
T-stat.....  -4.0773 
p.val......  4.5561e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  689 


Estimate...  -0.33239 
AI SE......  0.18301 
T-stat.....  -1.8163 
p.val......  0.069327 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  18594 


Estimate...  -0.40921 
AI SE......  0.064802 
T-stat.....  -6.3148 
p.val......  2.7047e-10 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.4092149


s: 259 

Estimate...  -0.39401 
AI SE......  0.075277 
T-stat.....  -5.2341 
p.val......  1.6580e-07 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  636 


Estimate...  -0.46836 
AI SE......  0.098623 
T-stat.....  -4.749 
p.val......  2.0442e-06 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  577 


Estimate...  -0.33684 
AI SE......  0.064597 
T-stat.....  -5.2145 
p.val......  1.8431e-07 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  660 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.25697 
AI SE......  0.045431 
T-stat.....  -5.6563 
p.val......  1.5470e-08 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  247884 


Estimate...  -0.39081 
AI SE......  0.049586 
T-stat.....  -7.8815 
p.val......  3.3307e-15 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.3908111


s: 260 

Estimate...  -0.44112 
AI SE......  0.073474 
T-stat.....  -6.0037 
p.val......  1.9288e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  666 


Estimate...  -0.37188 
AI SE......  0.11474 
T-stat.....  -3.2412 
p.val......  0.0011904 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  576 


Estimate...  -0.43771 
AI SE......  0.068318 
T-stat.....  -6.407 
p.val......  1.4843e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  674 


Estimate...  -0.28569 
AI SE......  0.24218 
T-stat.....  -1.1796 
p.val......  0.23814 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  15601 


Estimate...  -0.43178 
AI SE......  0.059587 
T-stat.....  -7.2461 
p.val......  4.2877e-13 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.4317774


s: 261 

Estimate...  -0.41783 
AI SE......  0.081976 
T-stat.....  -5.097 
p.val......  3.4515e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  669 


Estimate...  -0.428 
AI SE......  0.13194 
T-stat.....  -3.2440 
p.val......  0.0011785 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  619 


Estimate...  -0.37461 
AI SE......  0.0624 
T-stat.....  -6.0034 
p.val......  1.9319e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  682 


Estimate...  -0.53101 
AI SE......  0.12909 
T-stat.....  -4.1136 
p.val......  3.8954e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21057 


Estimate...  -0.33915 
AI SE......  0.049739 
T-stat.....  -6.8185 
p.val......  9.199e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3391479


s: 262 

Estimate...  -0.53468 
AI SE......  0.090906 
T-stat.....  -5.8817 
p.val......  4.0620e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  662 


Estimate...  -0.27029 
AI SE......  0.14966 
T-stat.....  -1.8061 
p.val......  0.070907 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  588 


Estimate...  -0.44081 
AI SE......  0.069609 
T-stat.....  -6.3326 
p.val......  2.4109e-10 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  683 


Estimate...  -0.37479 
AI SE......  0.15502 
T-stat.....  -2.4177 
p.val......  0.015621 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  16935 


Estimate...  -0.37011 
AI SE......  0.026788 
T-stat.....  -13.816 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3701089


s: 263 

Estimate...  -0.30397 
AI SE......  0.080135 
T-stat.....  -3.7933 
p.val......  0.00014868 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  623 


Estimate...  -0.34126 
AI SE......  0.17815 
T-stat.....  -1.9156 
p.val......  0.055413 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  601 


Estimate...  -0.46692 
AI SE......  0.075507 
T-stat.....  -6.1838 
p.val......  6.257e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  646 


Estimate...  -0.35963 
AI SE......  0.15362 
T-stat.....  -2.3411 
p.val......  0.019226 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  14772 


Estimate...  -0.41914 
AI SE......  0.052891 
T-stat.....  -7.9245 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4191355


s: 264 

Estimate...  -0.38521 
AI SE......  0.076111 
T-stat.....  -5.0612 
p.val......  4.1667e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  611 


Estimate...  -0.39624 
AI SE......  0.11841 
T-stat.....  -3.3463 
p.val......  0.00081899 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  610 


Estimate...  -0.37059 
AI SE......  0.058984 
T-stat.....  -6.2828 
p.val......  3.3243e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  652 


Estimate...  -0.38852 
AI SE......  0.13551 
T-stat.....  -2.867 
p.val......  0.0041437 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  26904 


Estimate...  -0.40127 
AI SE......  0.041206 
T-stat.....  -9.7382 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

          [,1]
[1,] -0.401272


s: 265 

Estimate...  -0.32695 
AI SE......  0.074618 
T-stat.....  -4.3817 
p.val......  1.1778e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  647 


Estimate...  -0.44017 
AI SE......  0.11897 
T-stat.....  -3.6998 
p.val......  0.00021575 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  588 


Estimate...  -0.36973 
AI SE......  0.067157 
T-stat.....  -5.5055 
p.val......  3.6815e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  661 


Estimate...  -0.53344 
AI SE......  0.14754 
T-stat.....  -3.6155 
p.val......  0.00029971 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  18836 


Estimate...  -0.46039 
AI SE......  0.067813 
T-stat.....  -6.7892 
p.val......  1.1277e-11 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4603935


s: 266 

Estimate...  -0.37193 
AI SE......  0.073225 
T-stat.....  -5.0793 
p.val......  3.7882e-07 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  644 


Estimate...  -0.45715 
AI SE......  0.11132 
T-stat.....  -4.1067 
p.val......  4.0127e-05 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  572 


Estimate...  -0.34635 
AI SE......  0.070775 
T-stat.....  -4.8937 
p.val......  9.8966e-07 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  656 


Estimate...  -0.4482 
AI SE......  0.19434 
T-stat.....  -2.3062 
p.val......  0.021099 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  21766 


Estimate...  -0.42236 
AI SE......  0.040812 
T-stat.....  -10.349 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  437 

           [,1]
[1,] -0.4223632


s: 267 

Estimate...  -0.41134 
AI SE......  0.074118 
T-stat.....  -5.5498 
p.val......  2.8597e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  647 


Estimate...  -0.44411 
AI SE......  0.18078 
T-stat.....  -2.4566 
p.val......  0.014026 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  551 


Estimate...  -0.39142 
AI SE......  0.06149 
T-stat.....  -6.3656 
p.val......  1.9449e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  661 


Estimate...  -0.55484 
AI SE......  0.13017 
T-stat.....  -4.2623 
p.val......  2.0235e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  15948 


Estimate...  -0.40624 
AI SE......  0.062065 
T-stat.....  -6.5453 
p.val......  5.937e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4062372


s: 268 

Estimate...  -0.35356 
AI SE......  0.06818 
T-stat.....  -5.1857 
p.val......  2.1516e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  668 


Estimate...  -0.36572 
AI SE......  0.13719 
T-stat.....  -2.6659 
p.val......  0.0076783 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  600 


Estimate...  -0.33104 
AI SE......  0.069237 
T-stat.....  -4.7813 
p.val......  1.7418e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  649 


Estimate...  -0.48355 
AI SE......  0.14453 
T-stat.....  -3.3456 
p.val......  0.00082098 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  22816 


Estimate...  -0.41012 
AI SE......  0.047874 
T-stat.....  -8.5666 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

          [,1]
[1,] -0.410117


s: 269 

Estimate...  -0.50916 
AI SE......  0.06978 
T-stat.....  -7.2967 
p.val......  2.9488e-13 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  672 


Estimate...  -0.75819 
AI SE......  0.14088 
T-stat.....  -5.3818 
p.val......  7.376e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  618 


Estimate...  -0.39531 
AI SE......  0.070168 
T-stat.....  -5.6337 
p.val......  1.7634e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  700 


Estimate...  -0.51729 
AI SE......  0.15013 
T-stat.....  -3.4455 
p.val......  0.00056993 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  17035 


Estimate...  -0.40359 
AI SE......  0.055868 
T-stat.....  -7.2241 
p.val......  5.0449e-13 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4035938


s: 270 

Estimate...  -0.41387 
AI SE......  0.072807 
T-stat.....  -5.6844 
p.val......  1.3124e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  642 


Estimate...  -0.51805 
AI SE......  0.12185 
T-stat.....  -4.2516 
p.val......  2.1221e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  602 


Estimate...  -0.41136 
AI SE......  0.06462 
T-stat.....  -6.3659 
p.val......  1.9412e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  664 


Estimate...  -0.60743 
AI SE......  0.14126 
T-stat.....  -4.3002 
p.val......  1.7067e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  14432 


Estimate...  -0.39188 
AI SE......  0.0399 
T-stat.....  -9.8216 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3918809


s: 271 

Estimate...  -0.43266 
AI SE......  0.07932 
T-stat.....  -5.4546 
p.val......  4.9094e-08 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  626 


Estimate...  -0.52839 
AI SE......  0.12210 
T-stat.....  -4.3276 
p.val......  1.5071e-05 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  563 


Estimate...  -0.39421 
AI SE......  0.066901 
T-stat.....  -5.8924 
p.val......  3.8063e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  635 


Estimate...  -0.6674 
AI SE......  0.13511 
T-stat.....  -4.9397 
p.val......  7.8243e-07 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  21765 


Estimate...  -0.39162 
AI SE......  0.033461 
T-stat.....  -11.704 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3916171


s: 272 

Estimate...  -0.35200 
AI SE......  0.066221 
T-stat.....  -5.3155 
p.val......  1.0639e-07 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  648 


Estimate...  -0.4876 
AI SE......  0.12348 
T-stat.....  -3.9489 
p.val......  7.8501e-05 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  602 


Estimate...  -0.44067 
AI SE......  0.064435 
T-stat.....  -6.8389 
p.val......  7.9818e-12 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  683 


Estimate...  -0.48995 
AI SE......  0.16331 
T-stat.....  -3.0002 
p.val......  0.0026982 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  17877 


Estimate...  -0.42438 
AI SE......  0.052151 
T-stat.....  -8.1375 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.4243772


s: 273 

Estimate...  -0.45203 
AI SE......  0.063989 
T-stat.....  -7.0642 
p.val......  1.6154e-12 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  686 


Estimate...  -0.61621 
AI SE......  0.11537 
T-stat.....  -5.3412 
p.val......  9.2335e-08 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  619 


Estimate...  -0.36859 
AI SE......  0.060151 
T-stat.....  -6.1276 
p.val......  8.9197e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  717 


Estimate...  -0.44528 
AI SE......  0.13621 
T-stat.....  -3.2691 
p.val......  0.0010788 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  21324 


Estimate...  -0.36067 
AI SE......  0.03761 
T-stat.....  -9.5897 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3606673


s: 274 

Estimate...  -0.46503 
AI SE......  0.076319 
T-stat.....  -6.0932 
p.val......  1.1067e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  673 


Estimate...  -0.52674 
AI SE......  0.14104 
T-stat.....  -3.7347 
p.val......  0.00018796 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  618 


Estimate...  -0.42956 
AI SE......  0.072514 
T-stat.....  -5.9238 
p.val......  3.1449e-09 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  702 


Estimate...  -0.47292 
AI SE......  0.14252 
T-stat.....  -3.3182 
p.val......  0.000906 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  22284 


Estimate...  -0.43024 
AI SE......  0.046631 
T-stat.....  -9.2264 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.4302351


s: 275 

Estimate...  -0.39979 
AI SE......  0.066876 
T-stat.....  -5.9781 
p.val......  2.2581e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  642 


Estimate...  -0.49157 
AI SE......  0.10552 
T-stat.....  -4.6586 
p.val......  3.1832e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  597 


Estimate...  -0.34568 
AI SE......  0.065112 
T-stat.....  -5.309 
p.val......  1.1021e-07 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  674 


Estimate...  -0.50515 
AI SE......  0.13422 
T-stat.....  -3.7637 
p.val......  0.00016743 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  21238 


Estimate...  -0.37453 
AI SE......  0.019281 
T-stat.....  -19.425 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3745330


s: 276 

Estimate...  -0.41587 
AI SE......  0.068248 
T-stat.....  -6.0934 
p.val......  1.1053e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  628 


Estimate...  -0.26512 
AI SE......  0.12879 
T-stat.....  -2.0585 
p.val......  0.039542 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  570 


Estimate...  -0.32590 
AI SE......  0.067299 
T-stat.....  -4.8425 
p.val......  1.2822e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  649 


Estimate...  -0.33385 
AI SE......  0.12315 
T-stat.....  -2.711 
p.val......  0.0067085 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  22708 


Estimate...  -0.34006 
AI SE......  0.067931 
T-stat.....  -5.0059 
p.val......  5.5597e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3400557


s: 277 

Estimate...  -0.41003 
AI SE......  0.060272 
T-stat.....  -6.8031 
p.val......  1.0241e-11 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  683 


Estimate...  -0.56724 
AI SE......  0.11847 
T-stat.....  -4.7882 
p.val......  1.6828e-06 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  608 


Estimate...  -0.37129 
AI SE......  0.062412 
T-stat.....  -5.949 
p.val......  2.6976e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  702 


Estimate...  -0.2249 
AI SE......  0.11142 
T-stat.....  -2.0185 
p.val......  0.043538 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  20055 


Estimate...  -0.39976 
AI SE......  0.04793 
T-stat.....  -8.3405 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.3997564


s: 278 

Estimate...  -0.47674 
AI SE......  0.073195 
T-stat.....  -6.5133 
p.val......  7.3511e-11 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  678 


Estimate...  -0.52924 
AI SE......  0.13707 
T-stat.....  -3.8612 
p.val......  0.00011282 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  601 


Estimate...  -0.3703 
AI SE......  0.06678 
T-stat.....  -5.545 
p.val......  2.9391e-08 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  692 


Estimate...  -0.35638 
AI SE......  0.1297 
T-stat.....  -2.7477 
p.val......  0.0060012 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  20777 


Estimate...  -0.4442 
AI SE......  0.069516 
T-stat.....  -6.3899 
p.val......  1.6598e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4441985


s: 279 

Estimate...  -0.39001 
AI SE......  0.076175 
T-stat.....  -5.12 
p.val......  3.0556e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  675 


Estimate...  -0.46003 
AI SE......  0.14702 
T-stat.....  -3.1289 
p.val......  0.0017546 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  597 


Estimate...  -0.30853 
AI SE......  0.062833 
T-stat.....  -4.9103 
p.val......  9.0929e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  667 


Estimate...  -0.28192 
AI SE......  0.15794 
T-stat.....  -1.785 
p.val......  0.074262 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  19330 


Estimate...  -0.40416 
AI SE......  0.054639 
T-stat.....  -7.397 
p.val......  1.3944e-13 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

          [,1]
[1,] -0.404159


s: 280 

Estimate...  -0.35004 
AI SE......  0.076228 
T-stat.....  -4.592 
p.val......  4.3898e-06 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  646 


Estimate...  -0.27339 
AI SE......  0.14651 
T-stat.....  -1.8659 
p.val......  0.062049 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  582 


Estimate...  -0.49349 
AI SE......  0.064582 
T-stat.....  -7.6413 
p.val......  2.1538e-14 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  653 


Estimate...  -0.23730 
AI SE......  0.17744 
T-stat.....  -1.3373 
p.val......  0.18111 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  16794 


Estimate...  -0.38905 
AI SE......  0.060982 
T-stat.....  -6.3797 
p.val......  1.7741e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3890497


s: 281 

Estimate...  -0.46449 
AI SE......  0.075915 
T-stat.....  -6.1185 
p.val......  9.4443e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  675 


Estimate...  -0.56174 
AI SE......  0.13457 
T-stat.....  -4.1744 
p.val......  2.9873e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  602 


Estimate...  -0.39766 
AI SE......  0.070163 
T-stat.....  -5.6677 
p.val......  1.4475e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  673 


Estimate...  -0.57963 
AI SE......  0.20477 
T-stat.....  -2.8306 
p.val......  0.0046456 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  17297 


Estimate...  -0.33921 
AI SE......  0.062395 
T-stat.....  -5.4365 
p.val......  5.434e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3392076


s: 282 

Estimate...  -0.41157 
AI SE......  0.07511 
T-stat.....  -5.4795 
p.val......  4.2644e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  659 


Estimate...  -0.36068 
AI SE......  0.12498 
T-stat.....  -2.8859 
p.val......  0.0039032 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  561 


Estimate...  -0.33849 
AI SE......  0.066245 
T-stat.....  -5.1097 
p.val......  3.2266e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  667 


Estimate...  -0.48559 
AI SE......  0.18299 
T-stat.....  -2.6536 
p.val......  0.0079633 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  21557 


Estimate...  -0.38048 
AI SE......  0.056646 
T-stat.....  -6.7168 
p.val......  1.8573e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

          [,1]
[1,] -0.380478


s: 283 

Estimate...  -0.33189 
AI SE......  0.072017 
T-stat.....  -4.6086 
p.val......  4.0547e-06 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  665 


Estimate...  -0.22634 
AI SE......  0.15644 
T-stat.....  -1.4468 
p.val......  0.14795 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  569 


Estimate...  -0.35730 
AI SE......  0.065508 
T-stat.....  -5.4542 
p.val......  4.9193e-08 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  661 


Estimate...  -0.68355 
AI SE......  0.21909 
T-stat.....  -3.1200 
p.val......  0.0018088 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  18297 


Estimate...  -0.38823 
AI SE......  0.06026 
T-stat.....  -6.4425 
p.val......  1.1750e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3882278


s: 284 

Estimate...  -0.49114 
AI SE......  0.071686 
T-stat.....  -6.8513 
p.val......  7.3204e-12 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  685 


Estimate...  -0.49621 
AI SE......  0.096315 
T-stat.....  -5.152 
p.val......  2.5772e-07 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  591 


Estimate...  -0.38844 
AI SE......  0.068589 
T-stat.....  -5.6633 
p.val......  1.4851e-08 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  690 


Estimate...  -0.38797 
AI SE......  0.13114 
T-stat.....  -2.9585 
p.val......  0.0030919 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  26728 


Estimate...  -0.41071 
AI SE......  0.055829 
T-stat.....  -7.3566 
p.val......  1.8874e-13 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.4107114


s: 285 

Estimate...  -0.51439 
AI SE......  0.07711 
T-stat.....  -6.6708 
p.val......  2.5441e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  645 


Estimate...  -0.39312 
AI SE......  0.16230 
T-stat.....  -2.4222 
p.val......  0.015425 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  603 


Estimate...  -0.38539 
AI SE......  0.06321 
T-stat.....  -6.0971 
p.val......  1.0802e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  661 


Estimate...  -0.58904 
AI SE......  0.14789 
T-stat.....  -3.9829 
p.val......  6.8066e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  18754 


Estimate...  -0.40414 
AI SE......  0.037915 
T-stat.....  -10.659 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4041414


s: 286 

Estimate...  -0.31818 
AI SE......  0.068319 
T-stat.....  -4.6573 
p.val......  3.2039e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  639 


Estimate...  -0.56236 
AI SE......  0.11034 
T-stat.....  -5.0967 
p.val......  3.4569e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  598 


Estimate...  -0.36316 
AI SE......  0.06332 
T-stat.....  -5.7354 
p.val......  9.7275e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  677 


Estimate...  -0.54722 
AI SE......  0.12136 
T-stat.....  -4.5089 
p.val......  6.5167e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  24329 


Estimate...  -0.38601 
AI SE......  0.040844 
T-stat.....  -9.4508 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3860093


s: 287 

Estimate...  -0.35925 
AI SE......  0.074555 
T-stat.....  -4.8186 
p.val......  1.4459e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  666 


Estimate...  -0.47109 
AI SE......  0.12417 
T-stat.....  -3.7939 
p.val......  0.00014831 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  609 


Estimate...  -0.33148 
AI SE......  0.06596 
T-stat.....  -5.0255 
p.val......  5.0201e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  718 


Estimate...  0.14217 
AI SE......  0.17272 
T-stat.....  0.8231 
p.val......  0.41045 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  19128 


Estimate...  -0.40646 
AI SE......  0.039438 
T-stat.....  -10.306 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4064602


s: 288 

Estimate...  -0.46039 
AI SE......  0.068788 
T-stat.....  -6.6928 
p.val......  2.1894e-11 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  655 


Estimate...  -0.62736 
AI SE......  0.16443 
T-stat.....  -3.8153 
p.val......  0.00013601 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  600 


Estimate...  -0.41621 
AI SE......  0.067441 
T-stat.....  -6.1714 
p.val......  6.767e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  683 


Estimate...  -0.49905 
AI SE......  0.16718 
T-stat.....  -2.9851 
p.val......  0.0028347 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  15824 


Estimate...  -0.42448 
AI SE......  0.055894 
T-stat.....  -7.5943 
p.val......  3.0864e-14 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4244799


s: 289 

Estimate...  -0.42474 
AI SE......  0.07798 
T-stat.....  -5.4468 
p.val......  5.1272e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  661 


Estimate...  -0.45556 
AI SE......  0.098596 
T-stat.....  -4.6204 
p.val......  3.8292e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  588 


Estimate...  -0.36988 
AI SE......  0.061921 
T-stat.....  -5.9734 
p.val......  2.3239e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  653 


Estimate...  -0.3588 
AI SE......  0.11085 
T-stat.....  -3.2367 
p.val......  0.0012094 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  21222 


Estimate...  -0.40499 
AI SE......  0.039632 
T-stat.....  -10.219 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4049941


s: 290 

Estimate...  -0.41224 
AI SE......  0.07871 
T-stat.....  -5.2374 
p.val......  1.6287e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  681 


Estimate...  -0.46395 
AI SE......  0.16058 
T-stat.....  -2.8893 
p.val......  0.0038615 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  601 


Estimate...  -0.39902 
AI SE......  0.062821 
T-stat.....  -6.3517 
p.val......  2.1290e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  678 


Estimate...  -0.393 
AI SE......  0.12488 
T-stat.....  -3.147 
p.val......  0.0016494 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  18119 


Estimate...  -0.34457 
AI SE......  0.049441 
T-stat.....  -6.9692 
p.val......  3.1866e-12 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3445669


s: 291 

Estimate...  -0.38558 
AI SE......  0.064108 
T-stat.....  -6.0145 
p.val......  1.8039e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  686 


Estimate...  -0.65248 
AI SE......  0.10407 
T-stat.....  -6.2694 
p.val......  3.6244e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  601 


Estimate...  -0.38221 
AI SE......  0.063118 
T-stat.....  -6.0554 
p.val......  1.4003e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  701 


Estimate...  -0.59718 
AI SE......  0.14488 
T-stat.....  -4.1219 
p.val......  3.7569e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  22762 


Estimate...  -0.4282 
AI SE......  0.055983 
T-stat.....  -7.6487 
p.val......  2.0206e-14 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4281987


s: 292 

Estimate...  -0.4494 
AI SE......  0.07703 
T-stat.....  -5.8341 
p.val......  5.4084e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  618 


Estimate...  -0.49032 
AI SE......  0.13490 
T-stat.....  -3.6348 
p.val......  0.00027818 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  569 


Estimate...  -0.34641 
AI SE......  0.069013 
T-stat.....  -5.0195 
p.val......  5.1802e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  692 


Estimate...  -0.47005 
AI SE......  0.15153 
T-stat.....  -3.102 
p.val......  0.0019224 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  18796 


Estimate...  -0.35081 
AI SE......  0.064596 
T-stat.....  -5.4309 
p.val......  5.6062e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3508148


s: 293 

Estimate...  -0.50437 
AI SE......  0.06399 
T-stat.....  -7.8819 
p.val......  3.3307e-15 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  641 


Estimate...  -0.36898 
AI SE......  0.10703 
T-stat.....  -3.4476 
p.val......  0.00056569 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  593 


Estimate...  -0.3682 
AI SE......  0.060093 
T-stat.....  -6.1272 
p.val......  8.9427e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  699 


Estimate...  -0.46175 
AI SE......  0.16465 
T-stat.....  -2.8044 
p.val......  0.0050414 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  19018 


Estimate...  -0.39316 
AI SE......  0.053729 
T-stat.....  -7.3174 
p.val......  2.5291e-13 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3931559


s: 294 

Estimate...  -0.39791 
AI SE......  0.077252 
T-stat.....  -5.1509 
p.val......  2.5927e-07 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  636 


Estimate...  -0.33773 
AI SE......  0.11400 
T-stat.....  -2.9627 
p.val......  0.0030494 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  564 


Estimate...  -0.21488 
AI SE......  0.0613 
T-stat.....  -3.5053 
p.val......  0.00045606 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  653 


Estimate...  -0.45416 
AI SE......  0.15686 
T-stat.....  -2.8954 
p.val......  0.0037867 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  18653 


Estimate...  -0.41388 
AI SE......  0.056011 
T-stat.....  -7.3893 
p.val......  1.4766e-13 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  441 

           [,1]
[1,] -0.4138808


s: 295 

Estimate...  -0.3882 
AI SE......  0.072797 
T-stat.....  -5.3327 
p.val......  9.6769e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  624 


Estimate...  -0.48828 
AI SE......  0.12885 
T-stat.....  -3.7894 
p.val......  0.00015101 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  611 


Estimate...  -0.45181 
AI SE......  0.068333 
T-stat.....  -6.6118 
p.val......  3.7956e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  675 


Estimate...  -0.41904 
AI SE......  0.15907 
T-stat.....  -2.6344 
p.val......  0.0084295 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  23462 


Estimate...  -0.37071 
AI SE......  0.056535 
T-stat.....  -6.5571 
p.val......  5.486e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

          [,1]
[1,] -0.370707


s: 296 

Estimate...  -0.48771 
AI SE......  0.074243 
T-stat.....  -6.5692 
p.val......  5.06e-11 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  644 


Estimate...  -0.55823 
AI SE......  0.12370 
T-stat.....  -4.5127 
p.val......  6.4003e-06 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  577 


Estimate...  -0.27545 
AI SE......  0.066717 
T-stat.....  -4.1287 
p.val......  3.6488e-05 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  674 


Estimate...  -0.23327 
AI SE......  0.15625 
T-stat.....  -1.4930 
p.val......  0.13545 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  16508 


Estimate...  -0.35877 
AI SE......  0.041039 
T-stat.....  -8.7423 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.3587701


s: 297 

Estimate...  -0.49704 
AI SE......  0.075948 
T-stat.....  -6.5444 
p.val......  5.9717e-11 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  656 


Estimate...  -0.43713 
AI SE......  0.19457 
T-stat.....  -2.2466 
p.val......  0.024667 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  612 


Estimate...  -0.39558 
AI SE......  0.069524 
T-stat.....  -5.6898 
p.val......  1.2721e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  695 


Estimate...  -0.65265 
AI SE......  0.14832 
T-stat.....  -4.4003 
p.val......  1.0808e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  22346 


Estimate...  -0.42866 
AI SE......  0.054933 
T-stat.....  -7.8032 
p.val......  5.9952e-15 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4286558


s: 298 

Estimate...  -0.48218 
AI SE......  0.072205 
T-stat.....  -6.678 
p.val......  2.4231e-11 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  642 


Estimate...  -0.22474 
AI SE......  0.18985 
T-stat.....  -1.1838 
p.val......  0.23649 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  619 


Estimate...  -0.33597 
AI SE......  0.068748 
T-stat.....  -4.887 
p.val......  1.0238e-06 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  706 


Estimate...  -0.43359 
AI SE......  0.15091 
T-stat.....  -2.8732 
p.val......  0.0040633 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  20005 


Estimate...  -0.37619 
AI SE......  0.027787 
T-stat.....  -13.538 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3761863


s: 299 

Estimate...  -0.4036 
AI SE......  0.082857 
T-stat.....  -4.8711 
p.val......  1.11e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  647 


Estimate...  -0.35551 
AI SE......  0.12980 
T-stat.....  -2.7389 
p.val......  0.0061641 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  599 


Estimate...  -0.35252 
AI SE......  0.061318 
T-stat.....  -5.749 
p.val......  8.975e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  700 


Estimate...  -0.23169 
AI SE......  0.14147 
T-stat.....  -1.6377 
p.val......  0.10148 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  22023 


Estimate...  -0.37393 
AI SE......  0.043299 
T-stat.....  -8.636 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3739323


s: 300 

Estimate...  -0.44662 
AI SE......  0.071296 
T-stat.....  -6.2643 
p.val......  3.7445e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  696 


Estimate...  -0.45488 
AI SE......  0.11038 
T-stat.....  -4.1209 
p.val......  3.7748e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  589 


Estimate...  -0.35833 
AI SE......  0.07069 
T-stat.....  -5.0691 
p.val......  3.9966e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  704 


Estimate...  -0.5629 
AI SE......  0.12981 
T-stat.....  -4.3362 
p.val......  1.4496e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  16224 


Estimate...  -0.39367 
AI SE......  0.042862 
T-stat.....  -9.1845 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3936688


s: 301 

Estimate...  -0.34955 
AI SE......  0.087307 
T-stat.....  -4.0037 
p.val......  6.2349e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  673 


Estimate...  -0.46497 
AI SE......  0.14368 
T-stat.....  -3.2361 
p.val......  0.0012118 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  633 


Estimate...  -0.40533 
AI SE......  0.069036 
T-stat.....  -5.8713 
p.val......  4.3238e-09 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  676 


Estimate...  -0.40042 
AI SE......  0.13597 
T-stat.....  -2.9450 
p.val......  0.0032299 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  24233 


Estimate...  -0.36307 
AI SE......  0.052531 
T-stat.....  -6.9115 
p.val......  4.7944e-12 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3630699


s: 302 

Estimate...  -0.34555 
AI SE......  0.066224 
T-stat.....  -5.2179 
p.val......  1.8096e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  639 


Estimate...  -0.42986 
AI SE......  0.12027 
T-stat.....  -3.5742 
p.val......  0.00035134 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  616 


Estimate...  -0.35772 
AI SE......  0.066438 
T-stat.....  -5.3843 
p.val......  7.2737e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  693 


Estimate...  -0.547 
AI SE......  0.12300 
T-stat.....  -4.4473 
p.val......  8.697e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  20262 


Estimate...  -0.38263 
AI SE......  0.055227 
T-stat.....  -6.9283 
p.val......  4.2608e-12 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3826266


s: 303 

Estimate...  -0.49662 
AI SE......  0.072915 
T-stat.....  -6.811 
p.val......  9.695e-12 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  634 


Estimate...  -0.61984 
AI SE......  0.10847 
T-stat.....  -5.7145 
p.val......  1.1000e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  590 


Estimate...  -0.33393 
AI SE......  0.061581 
T-stat.....  -5.4225 
p.val......  5.876e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  676 


Estimate...  -0.51301 
AI SE......  0.15785 
T-stat.....  -3.2501 
p.val......  0.0011538 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  14226 


Estimate...  -0.46218 
AI SE......  0.064319 
T-stat.....  -7.1857 
p.val......  6.6835e-13 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4621766


s: 304 

Estimate...  -0.43329 
AI SE......  0.072589 
T-stat.....  -5.9691 
p.val......  2.3852e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  658 


Estimate...  -0.36679 
AI SE......  0.12497 
T-stat.....  -2.9349 
p.val......  0.0033360 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  603 


Estimate...  -0.24716 
AI SE......  0.070009 
T-stat.....  -3.5305 
p.val......  0.00041485 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  704 


Estimate...  -0.48198 
AI SE......  0.17527 
T-stat.....  -2.7499 
p.val......  0.0059614 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  15258 


Estimate...  -0.42161 
AI SE......  0.044838 
T-stat.....  -9.4031 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4216138


s: 305 

Estimate...  -0.34704 
AI SE......  0.066048 
T-stat.....  -5.2544 
p.val......  1.4855e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  642 


Estimate...  -0.39241 
AI SE......  0.10006 
T-stat.....  -3.9218 
p.val......  8.7898e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  594 


Estimate...  -0.39737 
AI SE......  0.066535 
T-stat.....  -5.9723 
p.val......  2.3388e-09 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  668 


Estimate...  -0.44721 
AI SE......  0.15494 
T-stat.....  -2.8864 
p.val......  0.0038965 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  21032 


Estimate...  -0.39246 
AI SE......  0.048154 
T-stat.....  -8.1502 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

          [,1]
[1,] -0.392463


s: 306 

Estimate...  -0.40175 
AI SE......  0.071486 
T-stat.....  -5.6199 
p.val......  1.9105e-08 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  665 


Estimate...  -0.45557 
AI SE......  0.098734 
T-stat.....  -4.6141 
p.val......  3.9473e-06 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  578 


Estimate...  -0.40953 
AI SE......  0.061405 
T-stat.....  -6.6694 
p.val......  2.5685e-11 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  693 


Estimate...  -0.38781 
AI SE......  0.13107 
T-stat.....  -2.9588 
p.val......  0.0030885 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  22440 


Estimate...  -0.39808 
AI SE......  0.031666 
T-stat.....  -12.571 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3980756


s: 307 

Estimate...  -0.42770 
AI SE......  0.07981 
T-stat.....  -5.3591 
p.val......  8.3652e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  665 


Estimate...  -0.50862 
AI SE......  0.11526 
T-stat.....  -4.4127 
p.val......  1.0207e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  592 


Estimate...  -0.37786 
AI SE......  0.065921 
T-stat.....  -5.732 
p.val......  9.9227e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  662 


Estimate...  -0.40531 
AI SE......  0.16167 
T-stat.....  -2.5071 
p.val......  0.012173 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  17703 


Estimate...  -0.39163 
AI SE......  0.048089 
T-stat.....  -8.1439 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3916274


s: 308 

Estimate...  -0.3177 
AI SE......  0.077009 
T-stat.....  -4.1255 
p.val......  3.6998e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  650 


Estimate...  -0.58037 
AI SE......  0.13316 
T-stat.....  -4.3586 
p.val......  1.3090e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  587 


Estimate...  -0.3582 
AI SE......  0.062176 
T-stat.....  -5.7611 
p.val......  8.3566e-09 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  685 


Estimate...  -0.049695 
AI SE......  0.12942 
T-stat.....  -0.38397 
p.val......  0.701 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  20884 


Estimate...  -0.37667 
AI SE......  0.025567 
T-stat.....  -14.733 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3766741


s: 309 

Estimate...  -0.39364 
AI SE......  0.074028 
T-stat.....  -5.3174 
p.val......  1.0528e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  636 


Estimate...  -0.46621 
AI SE......  0.12052 
T-stat.....  -3.8682 
p.val......  0.00010964 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  617 


Estimate...  -0.39495 
AI SE......  0.069472 
T-stat.....  -5.685 
p.val......  1.3082e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  680 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.28418 
AI SE......  0.047145 
T-stat.....  -6.0277 
p.val......  1.6629e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  248064 


Estimate...  -0.38543 
AI SE......  0.072228 
T-stat.....  -5.3362 
p.val......  9.4898e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3854263


s: 310 

Estimate...  -0.39121 
AI SE......  0.076663 
T-stat.....  -5.103 
p.val......  3.3432e-07 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  619 


Estimate...  -0.4605 
AI SE......  0.11991 
T-stat.....  -3.8404 
p.val......  0.00012282 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  578 


Estimate...  -0.23349 
AI SE......  0.069318 
T-stat.....  -3.3684 
p.val......  0.00075609 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  672 


Estimate...  -0.25931 
AI SE......  0.18764 
T-stat.....  -1.3820 
p.val......  0.16698 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  16412 


Estimate...  -0.41167 
AI SE......  0.045646 
T-stat.....  -9.0188 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4116711


s: 311 

Estimate...  -0.42464 
AI SE......  0.06986 
T-stat.....  -6.0784 
p.val......  1.2137e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  622 


Estimate...  -0.57701 
AI SE......  0.13236 
T-stat.....  -4.3595 
p.val......  1.3035e-05 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  560 


Estimate...  -0.37256 
AI SE......  0.064373 
T-stat.....  -5.7875 
p.val......  7.1443e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  661 


Estimate...  -0.49303 
AI SE......  0.16851 
T-stat.....  -2.9259 
p.val......  0.0034346 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  18814 


Estimate...  -0.39435 
AI SE......  0.048007 
T-stat.....  -8.2144 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.3943547


s: 312 

Estimate...  -0.38412 
AI SE......  0.074003 
T-stat.....  -5.1907 
p.val......  2.0956e-07 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  622 


Estimate...  -0.59818 
AI SE......  0.11897 
T-stat.....  -5.0278 
p.val......  4.9609e-07 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  576 


Estimate...  -0.39196 
AI SE......  0.063866 
T-stat.....  -6.1373 
p.val......  8.3958e-10 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  663 


Estimate...  -0.47372 
AI SE......  0.13482 
T-stat.....  -3.5138 
p.val......  0.00044181 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  19373 


Estimate...  -0.42691 
AI SE......  0.056263 
T-stat.....  -7.5878 
p.val......  3.2641e-14 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4269117


s: 313 

Estimate...  -0.37163 
AI SE......  0.073778 
T-stat.....  -5.0372 
p.val......  4.725e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  662 


Estimate...  -0.57237 
AI SE......  0.12109 
T-stat.....  -4.7267 
p.val......  2.2820e-06 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  605 


Estimate...  -0.38719 
AI SE......  0.067442 
T-stat.....  -5.7411 
p.val......  9.4044e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  681 


Estimate...  -0.5784 
AI SE......  0.1626 
T-stat.....  -3.5572 
p.val......  0.00037489 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  17992 


Estimate...  -0.41987 
AI SE......  0.05095 
T-stat.....  -8.241 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4198745


s: 314 

Estimate...  -0.47632 
AI SE......  0.081473 
T-stat.....  -5.8463 
p.val......  5.0259e-09 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  662 


Estimate...  -0.55272 
AI SE......  0.12302 
T-stat.....  -4.4928 
p.val......  7.0302e-06 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  617 


Estimate...  -0.45274 
AI SE......  0.0676 
T-stat.....  -6.6973 
p.val......  2.1230e-11 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  685 


Estimate...  -0.41195 
AI SE......  0.14005 
T-stat.....  -2.9415 
p.val......  0.0032661 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  18168 


Estimate...  -0.39339 
AI SE......  0.046185 
T-stat.....  -8.5176 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3933881


s: 315 

Estimate...  -0.36258 
AI SE......  0.074502 
T-stat.....  -4.8667 
p.val......  1.1345e-06 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  627 


Estimate...  -0.51634 
AI SE......  0.17667 
T-stat.....  -2.9226 
p.val......  0.0034711 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  581 


Estimate...  -0.44947 
AI SE......  0.06878 
T-stat.....  -6.5349 
p.val......  6.3664e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  632 


Estimate...  -0.46216 
AI SE......  0.17384 
T-stat.....  -2.6586 
p.val......  0.007847 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  17980 


Estimate...  -0.42070 
AI SE......  0.045560 
T-stat.....  -9.234 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4207044


s: 316 

Estimate...  -0.39439 
AI SE......  0.068233 
T-stat.....  -5.78 
p.val......  7.4702e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  669 


Estimate...  -0.53559 
AI SE......  0.11923 
T-stat.....  -4.4922 
p.val......  7.0505e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  614 


Estimate...  -0.34886 
AI SE......  0.062316 
T-stat.....  -5.5983 
p.val......  2.1647e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  695 


Estimate...  -0.26917 
AI SE......  0.12191 
T-stat.....  -2.2080 
p.val......  0.027248 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  20757 


Estimate...  -0.39126 
AI SE......  0.056261 
T-stat.....  -6.9544 
p.val......  3.5418e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3912589


s: 317 

Estimate...  -0.43838 
AI SE......  0.06785 
T-stat.....  -6.461 
p.val......  1.0401e-10 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  613 


Estimate...  -0.50856 
AI SE......  0.11773 
T-stat.....  -4.3196 
p.val......  1.5631e-05 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  576 


Estimate...  -0.42304 
AI SE......  0.06792 
T-stat.....  -6.2285 
p.val......  4.7082e-10 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  650 


Estimate...  -0.51674 
AI SE......  0.22306 
T-stat.....  -2.3166 
p.val......  0.020526 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  16387 


Estimate...  -0.40298 
AI SE......  0.041391 
T-stat.....  -9.736 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  440 

           [,1]
[1,] -0.4029817


s: 318 

Estimate...  -0.35355 
AI SE......  0.069689 
T-stat.....  -5.0732 
p.val......  3.9117e-07 

Original number of observations..............  1000 
Original number of treated obs...............  431 
Matched number of observations...............  431 
Matched number of observations  (unweighted).  607 


Estimate...  -0.43907 
AI SE......  0.11083 
T-stat.....  -3.9618 
p.val......  7.4382e-05 

Original number of observations..............  1000 
Original number of treated obs...............  431 
Matched number of observations...............  431 
Matched number of observations  (unweighted).  567 


Estimate...  -0.33651 
AI SE......  0.056835 
T-stat.....  -5.921 
p.val......  3.2009e-09 

Original number of observations..............  1000 
Original number of treated obs...............  431 
Matched number of observations...............  431 
Matched number of observations  (unweighted).  635 


Estimate...  -0.50483 
AI SE......  0.12362 
T-stat.....  -4.0839 
p.val......  4.4287e-05 

Original number of observations..............  1000 
Original number of treated obs...............  431 
Matched number of observations...............  431 
Matched number of observations  (unweighted).  22182 


Estimate...  -0.35697 
AI SE......  0.049463 
T-stat.....  -7.2169 
p.val......  5.3202e-13 

Original number of observations..............  1000 
Original number of treated obs...............  431 
Matched number of observations...............  431 
Matched number of observations  (unweighted).  431 

           [,1]
[1,] -0.3569684


s: 319 

Estimate...  -0.45915 
AI SE......  0.079284 
T-stat.....  -5.7912 
p.val......  6.9892e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  656 


Estimate...  -0.54104 
AI SE......  0.16799 
T-stat.....  -3.2206 
p.val......  0.0012791 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  616 


Estimate...  -0.34521 
AI SE......  0.068168 
T-stat.....  -5.0641 
p.val......  4.1044e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  695 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.26344 
AI SE......  0.044376 
T-stat.....  -5.9365 
p.val......  2.9108e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  249424 


Estimate...  -0.38546 
AI SE......  0.059768 
T-stat.....  -6.4493 
p.val......  1.1236e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3854648


s: 320 

Estimate...  -0.48622 
AI SE......  0.073371 
T-stat.....  -6.6269 
p.val......  3.4286e-11 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  706 


Estimate...  -0.59246 
AI SE......  0.11576 
T-stat.....  -5.1181 
p.val......  3.0866e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  603 


Estimate...  -0.44765 
AI SE......  0.076983 
T-stat.....  -5.8149 
p.val......  6.0678e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  696 


Estimate...  -0.66958 
AI SE......  0.12683 
T-stat.....  -5.2793 
p.val......  1.2968e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  21970 


Estimate...  -0.39051 
AI SE......  0.057378 
T-stat.....  -6.8058 
p.val......  1.0047e-11 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3905060


s: 321 

Estimate...  -0.40219 
AI SE......  0.071352 
T-stat.....  -5.6367 
p.val......  1.7331e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  637 


Estimate...  -0.38625 
AI SE......  0.13261 
T-stat.....  -2.9126 
p.val......  0.0035845 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  566 


Estimate...  -0.31854 
AI SE......  0.068132 
T-stat.....  -4.6753 
p.val......  2.9347e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  697 


Estimate...  -0.38549 
AI SE......  0.13205 
T-stat.....  -2.9193 
p.val......  0.0035082 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  19947 


Estimate...  -0.36886 
AI SE......  0.032535 
T-stat.....  -11.337 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3688569


s: 322 

Estimate...  -0.44253 
AI SE......  0.081631 
T-stat.....  -5.4211 
p.val......  5.9239e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  648 


Estimate...  -0.32121 
AI SE......  0.17717 
T-stat.....  -1.8130 
p.val......  0.069836 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  606 


Estimate...  -0.42842 
AI SE......  0.068086 
T-stat.....  -6.2924 
p.val......  3.1258e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  697 


Estimate...  -0.48038 
AI SE......  0.1591 
T-stat.....  -3.0193 
p.val......  0.0025333 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  17087 


Estimate...  -0.39723 
AI SE......  0.046326 
T-stat.....  -8.5746 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3972305


s: 323 

Estimate...  -0.4498 
AI SE......  0.070137 
T-stat.....  -6.4131 
p.val......  1.4259e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  639 


Estimate...  -0.58232 
AI SE......  0.11226 
T-stat.....  -5.187 
p.val......  2.1372e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  600 


Estimate...  -0.39702 
AI SE......  0.067766 
T-stat.....  -5.8587 
p.val......  4.666e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  687 


Estimate...  -0.35107 
AI SE......  0.16376 
T-stat.....  -2.1438 
p.val......  0.032048 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  19692 


Estimate...  -0.40073 
AI SE......  0.042439 
T-stat.....  -9.4423 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

          [,1]
[1,] -0.400727


s: 324 

Estimate...  -0.44217 
AI SE......  0.071195 
T-stat.....  -6.2106 
p.val......  5.2767e-10 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  688 


Estimate...  -0.49254 
AI SE......  0.12327 
T-stat.....  -3.9956 
p.val......  6.4526e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  648 


Estimate...  -0.35594 
AI SE......  0.066377 
T-stat.....  -5.3624 
p.val......  8.2113e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  714 


Estimate...  -0.51276 
AI SE......  0.16251 
T-stat.....  -3.1553 
p.val......  0.0016031 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  20087 


Estimate...  -0.44379 
AI SE......  0.043812 
T-stat.....  -10.129 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.4437902


s: 325 

Estimate...  -0.41297 
AI SE......  0.09042 
T-stat.....  -4.5673 
p.val......  4.9413e-06 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  650 


Estimate...  -0.50238 
AI SE......  0.12100 
T-stat.....  -4.1518 
p.val......  3.2984e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  602 


Estimate...  -0.36952 
AI SE......  0.066919 
T-stat.....  -5.5218 
p.val......  3.355e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  667 


Estimate...  -0.16616 
AI SE......  0.1185 
T-stat.....  -1.4022 
p.val......  0.16086 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  23547 


Estimate...  -0.40444 
AI SE......  0.053777 
T-stat.....  -7.5208 
p.val......  5.4401e-14 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4044436


s: 326 

Estimate...  -0.44763 
AI SE......  0.06724 
T-stat.....  -6.6573 
p.val......  2.7891e-11 

Original number of observations..............  1000 
Original number of treated obs...............  428 
Matched number of observations...............  428 
Matched number of observations  (unweighted).  637 


Estimate...  -0.42990 
AI SE......  0.12696 
T-stat.....  -3.3861 
p.val......  0.00070883 

Original number of observations..............  1000 
Original number of treated obs...............  428 
Matched number of observations...............  428 
Matched number of observations  (unweighted).  534 


Estimate...  -0.47071 
AI SE......  0.069747 
T-stat.....  -6.7488 
p.val......  1.4909e-11 

Original number of observations..............  1000 
Original number of treated obs...............  428 
Matched number of observations...............  428 
Matched number of observations  (unweighted).  655 


Estimate...  -0.021109 
AI SE......  0.19646 
T-stat.....  -0.10744 
p.val......  0.91444 

Original number of observations..............  1000 
Original number of treated obs...............  428 
Matched number of observations...............  428 
Matched number of observations  (unweighted).  20311 


Estimate...  -0.42514 
AI SE......  0.035136 
T-stat.....  -12.100 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  428 
Matched number of observations...............  428 
Matched number of observations  (unweighted).  428 

           [,1]
[1,] -0.4251367


s: 327 

Estimate...  -0.37439 
AI SE......  0.071308 
T-stat.....  -5.2504 
p.val......  1.5180e-07 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  688 


Estimate...  -0.57262 
AI SE......  0.12348 
T-stat.....  -4.6372 
p.val......  3.5319e-06 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  600 


Estimate...  -0.31408 
AI SE......  0.063658 
T-stat.....  -4.9338 
p.val......  8.063e-07 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  692 


Estimate...  -0.34361 
AI SE......  0.14184 
T-stat.....  -2.4226 
p.val......  0.015412 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  18879 


Estimate...  -0.41235 
AI SE......  0.041313 
T-stat.....  -9.981 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.4123482


s: 328 

Estimate...  -0.46903 
AI SE......  0.069392 
T-stat.....  -6.7592 
p.val......  1.3879e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  639 


Estimate...  -0.53042 
AI SE......  0.11451 
T-stat.....  -4.6321 
p.val......  3.6206e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  615 


Estimate...  -0.40245 
AI SE......  0.061188 
T-stat.....  -6.5774 
p.val......  4.7875e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  670 


Estimate...  -0.5658 
AI SE......  0.12414 
T-stat.....  -4.5577 
p.val......  5.1718e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  18973 


Estimate...  -0.38081 
AI SE......  0.048736 
T-stat.....  -7.8138 
p.val......  5.5511e-15 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3808146


s: 329 

Estimate...  -0.29146 
AI SE......  0.070756 
T-stat.....  -4.1192 
p.val......  3.8012e-05 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  674 


Estimate...  -0.38169 
AI SE......  0.12530 
T-stat.....  -3.0461 
p.val......  0.002318 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  620 


Estimate...  -0.39219 
AI SE......  0.063409 
T-stat.....  -6.1852 
p.val......  6.2029e-10 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  690 


Estimate...  -0.56853 
AI SE......  0.12396 
T-stat.....  -4.5865 
p.val......  4.5076e-06 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  18284 


Estimate...  -0.3662 
AI SE......  0.049615 
T-stat.....  -7.3808 
p.val......  1.5743e-13 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.3661964


s: 330 

Estimate...  -0.42056 
AI SE......  0.072163 
T-stat.....  -5.828 
p.val......  5.6113e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  635 


Estimate...  -0.33417 
AI SE......  0.15727 
T-stat.....  -2.1248 
p.val......  0.033606 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  583 


Estimate...  -0.39395 
AI SE......  0.063381 
T-stat.....  -6.2156 
p.val......  5.1136e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  691 


Estimate...  -0.51929 
AI SE......  0.16592 
T-stat.....  -3.1297 
p.val......  0.0017497 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  17477 


Estimate...  -0.38634 
AI SE......  0.052611 
T-stat.....  -7.3433 
p.val......  2.0828e-13 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3863412


s: 331 

Estimate...  -0.4975 
AI SE......  0.073803 
T-stat.....  -6.741 
p.val......  1.5735e-11 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  609 


Estimate...  -0.7259 
AI SE......  0.15490 
T-stat.....  -4.6863 
p.val......  2.7813e-06 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  555 


Estimate...  -0.38107 
AI SE......  0.076527 
T-stat.....  -4.9796 
p.val......  6.3712e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  608 


Estimate...  -0.49444 
AI SE......  0.18144 
T-stat.....  -2.725 
p.val......  0.0064298 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  17749 


Estimate...  -0.43832 
AI SE......  0.050717 
T-stat.....  -8.6424 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4383157


s: 332 

Estimate...  -0.41842 
AI SE......  0.071181 
T-stat.....  -5.8783 
p.val......  4.1449e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  663 


Estimate...  -0.31435 
AI SE......  0.11775 
T-stat.....  -2.6696 
p.val......  0.0075939 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  596 


Estimate...  -0.40598 
AI SE......  0.06211 
T-stat.....  -6.5365 
p.val......  6.297e-11 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  673 


Estimate...  -0.55914 
AI SE......  0.13535 
T-stat.....  -4.1311 
p.val......  3.6104e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  26295 


Estimate...  -0.42962 
AI SE......  0.066187 
T-stat.....  -6.4909 
p.val......  8.5313e-11 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4296166


s: 333 

Estimate...  -0.45174 
AI SE......  0.069756 
T-stat.....  -6.476 
p.val......  9.4168e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  640 


Estimate...  -0.66771 
AI SE......  0.15883 
T-stat.....  -4.2039 
p.val......  2.6233e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  611 


Estimate...  -0.31864 
AI SE......  0.068746 
T-stat.....  -4.6351 
p.val......  3.5682e-06 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  698 


Estimate...  -0.37975 
AI SE......  0.22584 
T-stat.....  -1.6816 
p.val......  0.092656 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  18858 


Estimate...  -0.38221 
AI SE......  0.035939 
T-stat.....  -10.635 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3822052


s: 334 

Estimate...  -0.47351 
AI SE......  0.063878 
T-stat.....  -7.4127 
p.val......  1.2368e-13 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  675 


Estimate...  -0.50246 
AI SE......  0.094097 
T-stat.....  -5.3398 
p.val......  9.3061e-08 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  606 


Estimate...  -0.37424 
AI SE......  0.061657 
T-stat.....  -6.0696 
p.val......  1.2820e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  659 


Estimate...  -0.47684 
AI SE......  0.12758 
T-stat.....  -3.7376 
p.val......  0.00018576 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  22882 


Estimate...  -0.39018 
AI SE......  0.035462 
T-stat.....  -11.003 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3901837


s: 335 

Estimate...  -0.44745 
AI SE......  0.068317 
T-stat.....  -6.5495 
p.val......  5.7711e-11 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  644 


Estimate...  -0.45813 
AI SE......  0.11946 
T-stat.....  -3.8352 
p.val......  0.00012548 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  596 


Estimate...  -0.42693 
AI SE......  0.058971 
T-stat.....  -7.2397 
p.val......  4.4964e-13 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  691 


Estimate...  -0.13332 
AI SE......  0.15803 
T-stat.....  -0.84363 
p.val......  0.39888 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  22561 


Estimate...  -0.40686 
AI SE......  0.049104 
T-stat.....  -8.2858 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.4068615


s: 336 

Estimate...  -0.44931 
AI SE......  0.07405 
T-stat.....  -6.0676 
p.val......  1.2981e-09 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  689 


Estimate...  -0.58326 
AI SE......  0.14383 
T-stat.....  -4.0551 
p.val......  5.0107e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  633 


Estimate...  -0.402 
AI SE......  0.063654 
T-stat.....  -6.3154 
p.val......  2.6947e-10 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  692 


Estimate...  -0.59634 
AI SE......  0.16282 
T-stat.....  -3.6625 
p.val......  0.00024981 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  15415 


Estimate...  -0.383 
AI SE......  0.059954 
T-stat.....  -6.3882 
p.val......  1.6781e-10 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.3829988


s: 337 

Estimate...  -0.40476 
AI SE......  0.072519 
T-stat.....  -5.5814 
p.val......  2.3859e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  683 


Estimate...  -0.65794 
AI SE......  0.14914 
T-stat.....  -4.4116 
p.val......  1.0263e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  605 


Estimate...  -0.40396 
AI SE......  0.061722 
T-stat.....  -6.5447 
p.val......  5.9602e-11 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  686 


Estimate...  -0.48015 
AI SE......  0.13349 
T-stat.....  -3.5969 
p.val......  0.00032198 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  20861 


Estimate...  -0.37509 
AI SE......  0.065037 
T-stat.....  -5.7673 
p.val......  8.0546e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3750902


s: 338 

Estimate...  -0.37822 
AI SE......  0.084277 
T-stat.....  -4.4879 
p.val......  7.1942e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  665 


Estimate...  -0.56607 
AI SE......  0.12868 
T-stat.....  -4.3991 
p.val......  1.0869e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  604 


Estimate...  -0.39532 
AI SE......  0.069865 
T-stat.....  -5.6583 
p.val......  1.5292e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  649 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.25233 
AI SE......  0.045092 
T-stat.....  -5.5959 
p.val......  2.1951e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  247696 


Estimate...  -0.36255 
AI SE......  0.035881 
T-stat.....  -10.104 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3625511


s: 339 

Estimate...  -0.45918 
AI SE......  0.072279 
T-stat.....  -6.3528 
p.val......  2.1141e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  646 


Estimate...  -0.38853 
AI SE......  0.13154 
T-stat.....  -2.9537 
p.val......  0.0031399 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  583 


Estimate...  -0.37544 
AI SE......  0.066419 
T-stat.....  -5.6526 
p.val......  1.5801e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  685 


Estimate...  -0.7812 
AI SE......  0.16046 
T-stat.....  -4.8684 
p.val......  1.1253e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  18312 


Estimate...  -0.3953 
AI SE......  0.040987 
T-stat.....  -9.6443 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3952963


s: 340 

Estimate...  -0.38803 
AI SE......  0.076797 
T-stat.....  -5.0527 
p.val......  4.3563e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  610 


Estimate...  -0.35309 
AI SE......  0.16097 
T-stat.....  -2.1935 
p.val......  0.028268 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  609 


Estimate...  -0.35947 
AI SE......  0.072206 
T-stat.....  -4.9785 
p.val......  6.4087e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  683 


Estimate...  -0.014572 
AI SE......  0.13666 
T-stat.....  -0.10663 
p.val......  0.91508 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  22742 


Estimate...  -0.35234 
AI SE......  0.032137 
T-stat.....  -10.964 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3523402


s: 341 

Estimate...  -0.43816 
AI SE......  0.076798 
T-stat.....  -5.7053 
p.val......  1.1614e-08 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  639 


Estimate...  -0.32719 
AI SE......  0.16794 
T-stat.....  -1.9482 
p.val......  0.051393 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  571 


Estimate...  -0.46805 
AI SE......  0.074491 
T-stat.....  -6.2833 
p.val......  3.314e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  674 


Estimate...  -0.45116 
AI SE......  0.15285 
T-stat.....  -2.9518 
p.val......  0.0031595 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  16954 


Estimate...  -0.40821 
AI SE......  0.049716 
T-stat.....  -8.2108 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4082060


s: 342 

Estimate...  -0.4245 
AI SE......  0.070615 
T-stat.....  -6.0114 
p.val......  1.839e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  647 


Estimate...  -0.27049 
AI SE......  0.14972 
T-stat.....  -1.8066 
p.val......  0.070822 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  591 


Estimate...  -0.36136 
AI SE......  0.06525 
T-stat.....  -5.5381 
p.val......  3.0581e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  684 


Estimate...  -0.41717 
AI SE......  0.17086 
T-stat.....  -2.4416 
p.val......  0.014624 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18806 


Estimate...  -0.34791 
AI SE......  0.044759 
T-stat.....  -7.7729 
p.val......  7.7716e-15 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3479061


s: 343 

Estimate...  -0.45883 
AI SE......  0.078848 
T-stat.....  -5.8191 
p.val......  5.9149e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  646 


Estimate...  -0.53781 
AI SE......  0.11898 
T-stat.....  -4.52 
p.val......  6.1831e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  572 


Estimate...  -0.31203 
AI SE......  0.063618 
T-stat.....  -4.9047 
p.val......  9.3574e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  680 


Estimate...  -0.48636 
AI SE......  0.15991 
T-stat.....  -3.0414 
p.val......  0.0023545 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  17118 


Estimate...  -0.41169 
AI SE......  0.060147 
T-stat.....  -6.8447 
p.val......  7.6632e-12 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4116897


s: 344 

Estimate...  -0.40871 
AI SE......  0.071787 
T-stat.....  -5.6934 
p.val......  1.2453e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  663 


Estimate...  -0.54398 
AI SE......  0.11484 
T-stat.....  -4.737 
p.val......  2.1688e-06 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  595 


Estimate...  -0.34873 
AI SE......  0.060595 
T-stat.....  -5.7551 
p.val......  8.659e-09 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  668 


Estimate...  -0.41505 
AI SE......  0.15931 
T-stat.....  -2.6053 
p.val......  0.0091792 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  20616 


Estimate...  -0.4085 
AI SE......  0.061593 
T-stat.....  -6.6323 
p.val......  3.305e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4085026


s: 345 

Estimate...  -0.3424 
AI SE......  0.073385 
T-stat.....  -4.6659 
p.val......  3.0733e-06 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  655 


Estimate...  -0.43536 
AI SE......  0.12125 
T-stat.....  -3.5906 
p.val......  0.00032993 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  581 


Estimate...  -0.37888 
AI SE......  0.058428 
T-stat.....  -6.4845 
p.val......  8.9047e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  645 


Estimate...  -0.50568 
AI SE......  0.13781 
T-stat.....  -3.6694 
p.val......  0.0002431 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  19885 


Estimate...  -0.37380 
AI SE......  0.058556 
T-stat.....  -6.3836 
p.val......  1.7299e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3737959


s: 346 

Estimate...  -0.39324 
AI SE......  0.072482 
T-stat.....  -5.4254 
p.val......  5.7812e-08 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  618 


Estimate...  -0.44703 
AI SE......  0.12445 
T-stat.....  -3.5922 
p.val......  0.00032789 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  563 


Estimate...  -0.34047 
AI SE......  0.063857 
T-stat.....  -5.3317 
p.val......  9.728e-08 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  656 


Estimate...  -0.34887 
AI SE......  0.13742 
T-stat.....  -2.5388 
p.val......  0.011124 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  26046 


Estimate...  -0.40895 
AI SE......  0.047351 
T-stat.....  -8.6366 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  439 

           [,1]
[1,] -0.4089515


s: 347 

Estimate...  -0.46876 
AI SE......  0.07078 
T-stat.....  -6.6228 
p.val......  3.5243e-11 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  646 


Estimate...  -0.45499 
AI SE......  0.11821 
T-stat.....  -3.849 
p.val......  0.00011859 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  588 


Estimate...  -0.35825 
AI SE......  0.064234 
T-stat.....  -5.5772 
p.val......  2.4441e-08 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  632 


Estimate...  -0.50269 
AI SE......  0.11599 
T-stat.....  -4.3337 
p.val......  1.4660e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  25598 


Estimate...  -0.42771 
AI SE......  0.068238 
T-stat.....  -6.2679 
p.val......  3.6587e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4277101


s: 348 

Estimate...  -0.37805 
AI SE......  0.070244 
T-stat.....  -5.382 
p.val......  7.3667e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  682 


Estimate...  -0.51388 
AI SE......  0.12396 
T-stat.....  -4.1453 
p.val......  3.3932e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  603 


Estimate...  -0.31308 
AI SE......  0.063816 
T-stat.....  -4.906 
p.val......  9.2974e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  680 


Estimate...  -0.28756 
AI SE......  0.13935 
T-stat.....  -2.0636 
p.val......  0.039056 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  15835 


Estimate...  -0.42679 
AI SE......  0.046538 
T-stat.....  -9.1708 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4267902


s: 349 

Estimate...  -0.35712 
AI SE......  0.073173 
T-stat.....  -4.8805 
p.val......  1.0584e-06 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  647 


Estimate...  -0.3149 
AI SE......  0.13705 
T-stat.....  -2.2977 
p.val......  0.021577 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  566 


Estimate...  -0.33515 
AI SE......  0.060275 
T-stat.....  -5.5603 
p.val......  2.6928e-08 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  683 


Estimate...  -0.61857 
AI SE......  0.14813 
T-stat.....  -4.1759 
p.val......  2.9675e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  19129 


Estimate...  -0.37027 
AI SE......  0.050284 
T-stat.....  -7.3635 
p.val......  1.7919e-13 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3702665


s: 350 

Estimate...  -0.38331 
AI SE......  0.06749 
T-stat.....  -5.6795 
p.val......  1.3505e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  631 


Estimate...  -0.45428 
AI SE......  0.11325 
T-stat.....  -4.0113 
p.val......  6.0385e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  574 


Estimate...  -0.31942 
AI SE......  0.061833 
T-stat.....  -5.1659 
p.val......  2.3926e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  660 


Estimate...  -0.59402 
AI SE......  0.18561 
T-stat.....  -3.2004 
p.val......  0.0013724 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  19427 


Estimate...  -0.43286 
AI SE......  0.045874 
T-stat.....  -9.4358 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4328600


s: 351 

Estimate...  -0.42001 
AI SE......  0.069908 
T-stat.....  -6.0081 
p.val......  1.8770e-09 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  688 


Estimate...  -0.51983 
AI SE......  0.10617 
T-stat.....  -4.8963 
p.val......  9.7646e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  577 


Estimate...  -0.30847 
AI SE......  0.062711 
T-stat.....  -4.919 
p.val......  8.7008e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  676 


Estimate...  -0.40359 
AI SE......  0.11611 
T-stat.....  -3.4758 
p.val......  0.00050934 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  23061 


Estimate...  -0.41556 
AI SE......  0.031856 
T-stat.....  -13.045 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4155561


s: 352 

Estimate...  -0.31392 
AI SE......  0.070193 
T-stat.....  -4.4723 
p.val......  7.7394e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  656 


Estimate...  -0.41233 
AI SE......  0.10249 
T-stat.....  -4.023 
p.val......  5.7461e-05 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  611 


Estimate...  -0.32464 
AI SE......  0.066406 
T-stat.....  -4.8887 
p.val......  1.0149e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  696 


Estimate...  -0.24358 
AI SE......  0.14141 
T-stat.....  -1.7225 
p.val......  0.084974 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  16363 


Estimate...  -0.3706 
AI SE......  0.052228 
T-stat.....  -7.0959 
p.val......  1.2850e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3706016


s: 353 

Estimate...  -0.51059 
AI SE......  0.069823 
T-stat.....  -7.3127 
p.val......  2.6179e-13 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  655 


Estimate...  -0.51718 
AI SE......  0.10098 
T-stat.....  -5.1216 
p.val......  3.0302e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  586 


Estimate...  -0.34658 
AI SE......  0.064327 
T-stat.....  -5.3878 
p.val......  7.1325e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  705 


Estimate...  -0.26007 
AI SE......  0.16553 
T-stat.....  -1.5711 
p.val......  0.11615 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  20202 


Estimate...  -0.41762 
AI SE......  0.06315 
T-stat.....  -6.6132 
p.val......  3.7606e-11 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4176234


s: 354 

Estimate...  -0.39643 
AI SE......  0.067917 
T-stat.....  -5.8369 
p.val......  5.3169e-09 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  627 


Estimate...  -0.42674 
AI SE......  0.11133 
T-stat.....  -3.8332 
p.val......  0.00012648 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  552 


Estimate...  -0.39042 
AI SE......  0.070253 
T-stat.....  -5.5573 
p.val......  2.7397e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  671 


Estimate...  -0.36857 
AI SE......  0.17441 
T-stat.....  -2.1132 
p.val......  0.034586 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  14907 


Estimate...  -0.39884 
AI SE......  0.051565 
T-stat.....  -7.7347 
p.val......  1.0436e-14 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3988395


s: 355 

Estimate...  -0.40051 
AI SE......  0.07303 
T-stat.....  -5.4842 
p.val......  4.1528e-08 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  663 


Estimate...  -0.4603 
AI SE......  0.10314 
T-stat.....  -4.4628 
p.val......  8.0899e-06 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  587 


Estimate...  -0.30743 
AI SE......  0.062204 
T-stat.....  -4.9422 
p.val......  7.7233e-07 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  687 


Estimate...  -0.61689 
AI SE......  0.14131 
T-stat.....  -4.3654 
p.val......  1.2689e-05 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  18093 


Estimate...  -0.37285 
AI SE......  0.031033 
T-stat.....  -12.014 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3728484


s: 356 

Estimate...  -0.44589 
AI SE......  0.08554 
T-stat.....  -5.2127 
p.val......  1.8614e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  663 


Estimate...  -0.35137 
AI SE......  0.15839 
T-stat.....  -2.2183 
p.val......  0.026531 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  609 


Estimate...  -0.42939 
AI SE......  0.070146 
T-stat.....  -6.1213 
p.val......  9.28e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  665 


Estimate...  -0.15673 
AI SE......  0.21081 
T-stat.....  -0.74347 
p.val......  0.45720 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  14366 


Estimate...  -0.36964 
AI SE......  0.079273 
T-stat.....  -4.6628 
p.val......  3.1189e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3696385


s: 357 

Estimate...  -0.46686 
AI SE......  0.063906 
T-stat.....  -7.3055 
p.val......  2.7622e-13 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  661 


Estimate...  -0.44993 
AI SE......  0.10248 
T-stat.....  -4.3902 
p.val......  1.1322e-05 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  602 


Estimate...  -0.39677 
AI SE......  0.063205 
T-stat.....  -6.2776 
p.val......  3.439e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  679 


Estimate...  -0.32433 
AI SE......  0.13408 
T-stat.....  -2.4189 
p.val......  0.015567 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  21820 


Estimate...  -0.38318 
AI SE......  0.036154 
T-stat.....  -10.599 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3831789


s: 358 

Estimate...  -0.4771 
AI SE......  0.074454 
T-stat.....  -6.4079 
p.val......  1.4752e-10 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  665 


Estimate...  -0.47744 
AI SE......  0.11179 
T-stat.....  -4.2708 
p.val......  1.9477e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  580 


Estimate...  -0.38037 
AI SE......  0.06531 
T-stat.....  -5.8241 
p.val......  5.7425e-09 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  767 


Estimate...  -0.28820 
AI SE......  0.11350 
T-stat.....  -2.5391 
p.val......  0.011113 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  18137 


Estimate...  -0.40336 
AI SE......  0.037118 
T-stat.....  -10.867 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.4033634


s: 359 

Estimate...  -0.53471 
AI SE......  0.074776 
T-stat.....  -7.1508 
p.val......  8.6264e-13 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  657 


Estimate...  -0.49060 
AI SE......  0.14622 
T-stat.....  -3.3553 
p.val......  0.00079284 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  577 


Estimate...  -0.32171 
AI SE......  0.068425 
T-stat.....  -4.7017 
p.val......  2.5799e-06 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  683 


Estimate...  -0.47888 
AI SE......  0.12931 
T-stat.....  -3.7034 
p.val......  0.00021275 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  20784 


Estimate...  -0.38559 
AI SE......  0.041445 
T-stat.....  -9.3038 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.3855945


s: 360 

Estimate...  -0.38862 
AI SE......  0.083707 
T-stat.....  -4.6426 
p.val......  3.4401e-06 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  597 


Estimate...  -0.44691 
AI SE......  0.10301 
T-stat.....  -4.3386 
p.val......  1.4342e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  558 


Estimate...  -0.41803 
AI SE......  0.071586 
T-stat.....  -5.8396 
p.val......  5.2339e-09 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  661 


Estimate...  -0.55256 
AI SE......  0.14479 
T-stat.....  -3.8163 
p.val......  0.00013546 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  19953 


Estimate...  -0.46739 
AI SE......  0.063168 
T-stat.....  -7.3991 
p.val......  1.3700e-13 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4673901


s: 361 

Estimate...  -0.44175 
AI SE......  0.075702 
T-stat.....  -5.8355 
p.val......  5.3645e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  666 


Estimate...  -0.36972 
AI SE......  0.13354 
T-stat.....  -2.7685 
p.val......  0.0056311 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  605 


Estimate...  -0.37463 
AI SE......  0.062301 
T-stat.....  -6.0133 
p.val......  1.8183e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  670 


Estimate...  -0.65077 
AI SE......  0.23711 
T-stat.....  -2.7445 
p.val......  0.0060596 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  13300 


Estimate...  -0.35768 
AI SE......  0.022655 
T-stat.....  -15.788 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3576776


s: 362 

Estimate...  -0.2794 
AI SE......  0.079976 
T-stat.....  -3.4936 
p.val......  0.0004766 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  672 


Estimate...  -0.3796 
AI SE......  0.14546 
T-stat.....  -2.6096 
p.val......  0.0090656 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  612 


Estimate...  -0.39978 
AI SE......  0.06414 
T-stat.....  -6.233 
p.val......  4.5764e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  718 


Estimate...  -0.30809 
AI SE......  0.22182 
T-stat.....  -1.3889 
p.val......  0.16485 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  15414 


Estimate...  -0.42536 
AI SE......  0.035228 
T-stat.....  -12.074 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4253598


s: 363 

Estimate...  -0.43217 
AI SE......  0.071577 
T-stat.....  -6.0378 
p.val......  1.5624e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  638 


Estimate...  -0.43186 
AI SE......  0.10168 
T-stat.....  -4.2474 
p.val......  2.1624e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  584 


Estimate...  -0.36475 
AI SE......  0.062461 
T-stat.....  -5.8396 
p.val......  5.2338e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  680 


Estimate...  -0.23677 
AI SE......  0.14768 
T-stat.....  -1.6032 
p.val......  0.10888 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  19715 


Estimate...  -0.36206 
AI SE......  0.033059 
T-stat.....  -10.952 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3620569


s: 364 

Estimate...  -0.45346 
AI SE......  0.073346 
T-stat.....  -6.1825 
p.val......  6.3095e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  672 


Estimate...  -0.52448 
AI SE......  0.11846 
T-stat.....  -4.4276 
p.val......  9.53e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  620 


Estimate...  -0.39591 
AI SE......  0.067004 
T-stat.....  -5.9087 
p.val......  3.4476e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  704 


Estimate...  -0.38962 
AI SE......  0.22793 
T-stat.....  -1.7094 
p.val......  0.087377 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  18806 


Estimate...  -0.40553 
AI SE......  0.043338 
T-stat.....  -9.3574 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4055286


s: 365 

Estimate...  -0.37143 
AI SE......  0.0758 
T-stat.....  -4.9001 
p.val......  9.5772e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  674 


Estimate...  -0.42083 
AI SE......  0.13058 
T-stat.....  -3.2228 
p.val......  0.0012696 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  615 


Estimate...  -0.37110 
AI SE......  0.061705 
T-stat.....  -6.0141 
p.val......  1.8085e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  714 


Estimate...  -0.15216 
AI SE......  0.15466 
T-stat.....  -0.98388 
p.val......  0.32517 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  19762 


Estimate...  -0.39591 
AI SE......  0.049761 
T-stat.....  -7.9561 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3959063


s: 366 

Estimate...  -0.48635 
AI SE......  0.067983 
T-stat.....  -7.154 
p.val......  8.4266e-13 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  625 


Estimate...  -0.77094 
AI SE......  0.14301 
T-stat.....  -5.3908 
p.val......  7.0131e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  601 


Estimate...  -0.27865 
AI SE......  0.05918 
T-stat.....  -4.7085 
p.val......  2.4953e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  681 


Estimate...  -0.34318 
AI SE......  0.14484 
T-stat.....  -2.3694 
p.val......  0.017815 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  20377 


Estimate...  -0.41583 
AI SE......  0.050561 
T-stat.....  -8.2243 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4158283


s: 367 

Estimate...  -0.41189 
AI SE......  0.071389 
T-stat.....  -5.7697 
p.val......  7.9426e-09 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  666 


Estimate...  -0.37712 
AI SE......  0.10569 
T-stat.....  -3.5682 
p.val......  0.00035942 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  614 


Estimate...  -0.33188 
AI SE......  0.060971 
T-stat.....  -5.4433 
p.val......  5.2308e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  659 


Estimate...  -0.41435 
AI SE......  0.13904 
T-stat.....  -2.9799 
p.val......  0.0028830 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  20067 


Estimate...  -0.39695 
AI SE......  0.034801 
T-stat.....  -11.406 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.3969531


s: 368 

Estimate...  -0.40243 
AI SE......  0.08163 
T-stat.....  -4.9299 
p.val......  8.2275e-07 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  645 


Estimate...  -0.49196 
AI SE......  0.13638 
T-stat.....  -3.6073 
p.val......  0.00030946 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  543 


Estimate...  -0.35845 
AI SE......  0.066996 
T-stat.....  -5.3503 
p.val......  8.7805e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  674 


Estimate...  -0.47621 
AI SE......  0.12620 
T-stat.....  -3.7734 
p.val......  0.00016106 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  18061 


Estimate...  -0.4082 
AI SE......  0.058307 
T-stat.....  -7.001 
p.val......  2.5424e-12 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4082015


s: 369 

Estimate...  -0.40241 
AI SE......  0.073009 
T-stat.....  -5.5118 
p.val......  3.5514e-08 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  672 


Estimate...  -0.33050 
AI SE......  0.12390 
T-stat.....  -2.6675 
p.val......  0.0076425 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  598 


Estimate...  -0.33516 
AI SE......  0.06623 
T-stat.....  -5.0605 
p.val......  4.181e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  725 


Estimate...  -0.35909 
AI SE......  0.16058 
T-stat.....  -2.2362 
p.val......  0.025341 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  14796 


Estimate...  -0.37667 
AI SE......  0.04143 
T-stat.....  -9.0919 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.3766739


s: 370 

Estimate...  -0.42412 
AI SE......  0.067376 
T-stat.....  -6.2949 
p.val......  3.0768e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  686 


Estimate...  -0.30252 
AI SE......  0.13899 
T-stat.....  -2.1765 
p.val......  0.029519 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  612 


Estimate...  -0.43769 
AI SE......  0.065473 
T-stat.....  -6.6851 
p.val......  2.307e-11 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  666 


Estimate...  -0.27632 
AI SE......  0.14863 
T-stat.....  -1.8591 
p.val......  0.063013 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  20468 


Estimate...  -0.39631 
AI SE......  0.043007 
T-stat.....  -9.215 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

          [,1]
[1,] -0.396315


s: 371 

Estimate...  -0.43261 
AI SE......  0.067376 
T-stat.....  -6.4208 
p.val......  1.3555e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  657 


Estimate...  -0.4547 
AI SE......  0.11580 
T-stat.....  -3.9265 
p.val......  8.6197e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  578 


Estimate...  -0.4224 
AI SE......  0.05635 
T-stat.....  -7.496 
p.val......  6.5725e-14 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  691 


Estimate...  -0.50862 
AI SE......  0.11545 
T-stat.....  -4.4057 
p.val......  1.0544e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  18450 


Estimate...  -0.36335 
AI SE......  0.048396 
T-stat.....  -7.5078 
p.val......  6.0174e-14 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3633497


s: 372 

Estimate...  -0.44123 
AI SE......  0.078994 
T-stat.....  -5.5857 
p.val......  2.3281e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  641 


Estimate...  -0.71512 
AI SE......  0.15544 
T-stat.....  -4.6006 
p.val......  4.2124e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  609 


Estimate...  -0.40412 
AI SE......  0.069164 
T-stat.....  -5.8429 
p.val......  5.1312e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  675 


Estimate...  -0.54104 
AI SE......  0.15521 
T-stat.....  -3.4858 
p.val......  0.00049061 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  19069 


Estimate...  -0.41906 
AI SE......  0.041721 
T-stat.....  -10.044 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4190596


s: 373 

Estimate...  -0.36738 
AI SE......  0.068443 
T-stat.....  -5.3677 
p.val......  7.9747e-08 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  660 


Estimate...  -0.55033 
AI SE......  0.12351 
T-stat.....  -4.4557 
p.val......  8.363e-06 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  571 


Estimate...  -0.4366 
AI SE......  0.069668 
T-stat.....  -6.2669 
p.val......  3.6826e-10 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  657 


Estimate...  -0.4134 
AI SE......  0.1477 
T-stat.....  -2.7989 
p.val......  0.005127 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  19111 


Estimate...  -0.38639 
AI SE......  0.02821 
T-stat.....  -13.697 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  436 

           [,1]
[1,] -0.3863946


s: 374 

Estimate...  -0.40593 
AI SE......  0.066172 
T-stat.....  -6.1345 
p.val......  8.5428e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  660 


Estimate...  -0.51141 
AI SE......  0.12097 
T-stat.....  -4.2276 
p.val......  2.3615e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  623 


Estimate...  -0.40685 
AI SE......  0.072048 
T-stat.....  -5.6469 
p.val......  1.6335e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  691 


Estimate...  -0.59899 
AI SE......  0.15714 
T-stat.....  -3.8118 
p.val......  0.00013797 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  15627 


Estimate...  -0.41464 
AI SE......  0.060188 
T-stat.....  -6.8891 
p.val......  5.6157e-12 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4146429


s: 375 

Estimate...  -0.35957 
AI SE......  0.076578 
T-stat.....  -4.6956 
p.val......  2.6587e-06 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  632 


Estimate...  -0.47814 
AI SE......  0.13501 
T-stat.....  -3.5415 
p.val......  0.00039793 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  575 


Estimate...  -0.42207 
AI SE......  0.073176 
T-stat.....  -5.7679 
p.val......  8.0265e-09 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  647 


Estimate...  -0.41236 
AI SE......  0.17349 
T-stat.....  -2.3768 
p.val......  0.017462 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  16591 


Estimate...  -0.38749 
AI SE......  0.046627 
T-stat.....  -8.3103 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

          [,1]
[1,] -0.387487


s: 376 

Estimate...  -0.34368 
AI SE......  0.08163 
T-stat.....  -4.2102 
p.val......  2.5513e-05 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  666 


Estimate...  -0.59575 
AI SE......  0.11788 
T-stat.....  -5.0539 
p.val......  4.3297e-07 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  576 


Estimate...  -0.34719 
AI SE......  0.061837 
T-stat.....  -5.6146 
p.val......  1.9707e-08 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  709 


Estimate...  -0.46529 
AI SE......  0.14345 
T-stat.....  -3.2436 
p.val......  0.0011804 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  20808 


Estimate...  -0.36965 
AI SE......  0.041463 
T-stat.....  -8.9151 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3696478


s: 377 

Estimate...  -0.48114 
AI SE......  0.073884 
T-stat.....  -6.5121 
p.val......  7.4086e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  624 


Estimate...  -0.40914 
AI SE......  0.12904 
T-stat.....  -3.1706 
p.val......  0.0015213 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  609 


Estimate...  -0.43741 
AI SE......  0.064545 
T-stat.....  -6.7769 
p.val......  1.2282e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  695 


Estimate...  -0.69687 
AI SE......  0.12706 
T-stat.....  -5.4847 
p.val......  4.1421e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  17026 


Estimate...  -0.40887 
AI SE......  0.053646 
T-stat.....  -7.6217 
p.val......  2.5091e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4088742


s: 378 

Estimate...  -0.50651 
AI SE......  0.08093 
T-stat.....  -6.2586 
p.val......  3.885e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  652 


Estimate...  -0.52648 
AI SE......  0.1415 
T-stat.....  -3.7207 
p.val......  0.00019868 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  606 


Estimate...  -0.30958 
AI SE......  0.074698 
T-stat.....  -4.1444 
p.val......  3.4069e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  662 


Estimate...  -0.41811 
AI SE......  0.19263 
T-stat.....  -2.1705 
p.val......  0.029968 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  15928 


Estimate...  -0.36452 
AI SE......  0.047336 
T-stat.....  -7.7007 
p.val......  1.3545e-14 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3645188


s: 379 

Estimate...  -0.35529 
AI SE......  0.094045 
T-stat.....  -3.7779 
p.val......  0.00015818 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  682 


Estimate...  -0.34034 
AI SE......  0.13192 
T-stat.....  -2.5799 
p.val......  0.0098828 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  555 


Estimate...  -0.40472 
AI SE......  0.070822 
T-stat.....  -5.7146 
p.val......  1.0997e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  651 


Estimate...  -0.66244 
AI SE......  0.13379 
T-stat.....  -4.9512 
p.val......  7.3743e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  22971 


Estimate...  -0.31223 
AI SE......  0.056632 
T-stat.....  -5.5134 
p.val......  3.5197e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3122321


s: 380 

Estimate...  -0.36927 
AI SE......  0.070635 
T-stat.....  -5.2279 
p.val......  1.7148e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  665 


Estimate...  -0.39664 
AI SE......  0.11968 
T-stat.....  -3.3141 
p.val......  0.00091922 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  585 


Estimate...  -0.33752 
AI SE......  0.062121 
T-stat.....  -5.4332 
p.val......  5.5343e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  678 


Estimate...  -0.48391 
AI SE......  0.14137 
T-stat.....  -3.423 
p.val......  0.00061929 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  23552 


Estimate...  -0.36524 
AI SE......  0.024922 
T-stat.....  -14.655 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3652389


s: 381 

Estimate...  -0.47608 
AI SE......  0.067989 
T-stat.....  -7.0023 
p.val......  2.5171e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  666 


Estimate...  -0.59264 
AI SE......  0.12061 
T-stat.....  -4.9137 
p.val......  8.936e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  599 


Estimate...  -0.43515 
AI SE......  0.067337 
T-stat.....  -6.4623 
p.val......  1.0313e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  642 


Estimate...  -0.46255 
AI SE......  0.13535 
T-stat.....  -3.4175 
p.val......  0.00063207 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  19944 


Estimate...  -0.36916 
AI SE......  0.041560 
T-stat.....  -8.8826 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3691559


s: 382 

Estimate...  -0.48515 
AI SE......  0.083356 
T-stat.....  -5.8202 
p.val......  5.8771e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  656 


Estimate...  -0.4996 
AI SE......  0.11781 
T-stat.....  -4.2409 
p.val......  2.2263e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  586 


Estimate...  -0.38727 
AI SE......  0.069846 
T-stat.....  -5.5447 
p.val......  2.9451e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  672 


Estimate...  -0.37119 
AI SE......  0.13059 
T-stat.....  -2.8423 
p.val......  0.0044789 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  16987 


Estimate...  -0.38374 
AI SE......  0.028301 
T-stat.....  -13.559 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3837382


s: 383 

Estimate...  -0.44752 
AI SE......  0.067565 
T-stat.....  -6.6235 
p.val......  3.5084e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  666 


Estimate...  -0.5671 
AI SE......  0.12055 
T-stat.....  -4.7043 
p.val......  2.5477e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  603 


Estimate...  -0.38413 
AI SE......  0.060683 
T-stat.....  -6.3301 
p.val......  2.4492e-10 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  664 


Estimate...  -0.53506 
AI SE......  0.14036 
T-stat.....  -3.8121 
p.val......  0.00013777 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  20948 


Estimate...  -0.45203 
AI SE......  0.041897 
T-stat.....  -10.789 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4520315


s: 384 

Estimate...  -0.373 
AI SE......  0.06898 
T-stat.....  -5.4074 
p.val......  6.3936e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  640 


Estimate...  -0.35361 
AI SE......  0.11613 
T-stat.....  -3.0450 
p.val......  0.0023265 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  633 


Estimate...  -0.31595 
AI SE......  0.068352 
T-stat.....  -4.6225 
p.val......  3.7923e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  667 


Estimate...  -0.022947 
AI SE......  0.13078 
T-stat.....  -0.17545 
p.val......  0.86072 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  19932 


Estimate...  -0.37345 
AI SE......  0.058185 
T-stat.....  -6.4184 
p.val......  1.3775e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3734543


s: 385 

Estimate...  -0.47863 
AI SE......  0.067875 
T-stat.....  -7.0517 
p.val......  1.7675e-12 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  655 


Estimate...  -0.44206 
AI SE......  0.11610 
T-stat.....  -3.8075 
p.val......  0.00014035 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  588 


Estimate...  -0.37393 
AI SE......  0.059522 
T-stat.....  -6.2822 
p.val......  3.3383e-10 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  674 


Estimate...  -0.54013 
AI SE......  0.12692 
T-stat.....  -4.2557 
p.val......  2.084e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  19565 


Estimate...  -0.39404 
AI SE......  0.03489 
T-stat.....  -11.294 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.3940412


s: 386 

Estimate...  -0.42993 
AI SE......  0.070236 
T-stat.....  -6.1212 
p.val......  9.2846e-10 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  656 


Estimate...  -0.60405 
AI SE......  0.11919 
T-stat.....  -5.0679 
p.val......  4.0224e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  581 


Estimate...  -0.42373 
AI SE......  0.062796 
T-stat.....  -6.7476 
p.val......  1.5028e-11 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  682 


Estimate...  -0.61805 
AI SE......  0.14334 
T-stat.....  -4.3118 
p.val......  1.6190e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  22912 


Estimate...  -0.40291 
AI SE......  0.023327 
T-stat.....  -17.272 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4029097


s: 387 

Estimate...  -0.48674 
AI SE......  0.075893 
T-stat.....  -6.4135 
p.val......  1.4220e-10 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  664 


Estimate...  -0.4834 
AI SE......  0.11343 
T-stat.....  -4.2615 
p.val......  2.0306e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  603 


Estimate...  -0.45369 
AI SE......  0.065913 
T-stat.....  -6.8832 
p.val......  5.8529e-12 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  676 


Estimate...  -0.69077 
AI SE......  0.17822 
T-stat.....  -3.8758 
p.val......  0.00010626 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  16517 


Estimate...  -0.43354 
AI SE......  0.068316 
T-stat.....  -6.3461 
p.val......  2.2084e-10 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.4335389


s: 388 

Estimate...  -0.32909 
AI SE......  0.080318 
T-stat.....  -4.0974 
p.val......  4.1784e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  659 


Estimate...  -0.59233 
AI SE......  0.15978 
T-stat.....  -3.7072 
p.val......  0.00020953 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  586 


Estimate...  -0.37965 
AI SE......  0.066697 
T-stat.....  -5.6921 
p.val......  1.2547e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  688 


Estimate...  -0.41770 
AI SE......  0.11132 
T-stat.....  -3.7521 
p.val......  0.00017533 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  22959 


Estimate...  -0.34971 
AI SE......  0.044277 
T-stat.....  -7.8981 
p.val......  2.8866e-15 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3497084


s: 389 

Estimate...  -0.34209 
AI SE......  0.075187 
T-stat.....  -4.5498 
p.val......  5.3687e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  669 


Estimate...  -0.59105 
AI SE......  0.10421 
T-stat.....  -5.6719 
p.val......  1.4126e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  598 


Estimate...  -0.44029 
AI SE......  0.065135 
T-stat.....  -6.7596 
p.val......  1.3836e-11 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  689 


Estimate...  -0.48235 
AI SE......  0.17258 
T-stat.....  -2.7950 
p.val......  0.0051908 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  18218 


Estimate...  -0.3978 
AI SE......  0.059788 
T-stat.....  -6.6536 
p.val......  2.8610e-11 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3978038


s: 390 

Estimate...  -0.36213 
AI SE......  0.067395 
T-stat.....  -5.3733 
p.val......  7.7312e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  649 


Estimate...  -0.48228 
AI SE......  0.12048 
T-stat.....  -4.003 
p.val......  6.2552e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  602 


Estimate...  -0.37476 
AI SE......  0.061871 
T-stat.....  -6.057 
p.val......  1.3864e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  671 


Estimate...  -0.21584 
AI SE......  0.13929 
T-stat.....  -1.5496 
p.val......  0.12123 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  17188 


Estimate...  -0.39877 
AI SE......  0.029477 
T-stat.....  -13.528 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3987681


s: 391 

Estimate...  -0.33403 
AI SE......  0.085847 
T-stat.....  -3.891 
p.val......  9.9836e-05 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  613 


Estimate...  -0.39402 
AI SE......  0.16810 
T-stat.....  -2.3439 
p.val......  0.019084 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  581 


Estimate...  -0.42168 
AI SE......  0.068285 
T-stat.....  -6.1753 
p.val......  6.603e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  669 


Estimate...  -0.080015 
AI SE......  0.23251 
T-stat.....  -0.34414 
p.val......  0.73074 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  13213 


Estimate...  -0.39672 
AI SE......  0.048133 
T-stat.....  -8.2422 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3967193


s: 392 

Estimate...  -0.41585 
AI SE......  0.073383 
T-stat.....  -5.6668 
p.val......  1.4548e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  660 


Estimate...  -0.54027 
AI SE......  0.11729 
T-stat.....  -4.6063 
p.val......  4.0999e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  605 


Estimate...  -0.42375 
AI SE......  0.062241 
T-stat.....  -6.8081 
p.val......  9.8883e-12 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  690 


Estimate...  -0.73253 
AI SE......  0.14856 
T-stat.....  -4.931 
p.val......  8.182e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  18421 


Estimate...  -0.40513 
AI SE......  0.07198 
T-stat.....  -5.6283 
p.val......  1.8199e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4051281


s: 393 

Estimate...  -0.39936 
AI SE......  0.07174 
T-stat.....  -5.5667 
p.val......  2.5961e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  637 


Estimate...  -0.22938 
AI SE......  0.15407 
T-stat.....  -1.4889 
p.val......  0.13653 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  580 


Estimate...  -0.37121 
AI SE......  0.065219 
T-stat.....  -5.6917 
p.val......  1.2577e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  652 


Estimate...  -0.46829 
AI SE......  0.15695 
T-stat.....  -2.9837 
p.val......  0.0028481 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  19810 


Estimate...  -0.43829 
AI SE......  0.054623 
T-stat.....  -8.0238 
p.val......  1.1102e-15 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4382898


s: 394 

Estimate...  -0.39908 
AI SE......  0.072089 
T-stat.....  -5.5359 
p.val......  3.0961e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  677 


Estimate...  -0.36554 
AI SE......  0.11142 
T-stat.....  -3.2806 
p.val......  0.0010357 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  590 


Estimate...  -0.38800 
AI SE......  0.06948 
T-stat.....  -5.5844 
p.val......  2.3452e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  678 


Estimate...  -0.33737 
AI SE......  0.21095 
T-stat.....  -1.5992 
p.val......  0.10977 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  16243 


Estimate...  -0.36912 
AI SE......  0.052643 
T-stat.....  -7.0118 
p.val......  2.3523e-12 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3691203


s: 395 

Estimate...  -0.48746 
AI SE......  0.071298 
T-stat.....  -6.837 
p.val......  8.0871e-12 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  650 


Estimate...  -0.68809 
AI SE......  0.13034 
T-stat.....  -5.2793 
p.val......  1.2971e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  626 


Estimate...  -0.403 
AI SE......  0.061012 
T-stat.....  -6.6053 
p.val......  3.9681e-11 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  675 


Estimate...  -0.41543 
AI SE......  0.13334 
T-stat.....  -3.1156 
p.val......  0.0018357 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  20089 


Estimate...  -0.39988 
AI SE......  0.0518 
T-stat.....  -7.7197 
p.val......  1.1768e-14 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

          [,1]
[1,] -0.399884


s: 396 

Estimate...  -0.49491 
AI SE......  0.068857 
T-stat.....  -7.1875 
p.val......  6.597e-13 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  656 


Estimate...  -0.49049 
AI SE......  0.12859 
T-stat.....  -3.8143 
p.val......  0.00013657 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  594 


Estimate...  -0.39538 
AI SE......  0.064418 
T-stat.....  -6.1377 
p.val......  8.3709e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  704 


Estimate...  -0.6231 
AI SE......  0.16250 
T-stat.....  -3.8345 
p.val......  0.00012581 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  17483 


Estimate...  -0.40316 
AI SE......  0.037333 
T-stat.....  -10.799 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4031587


s: 397 

Estimate...  -0.38224 
AI SE......  0.076776 
T-stat.....  -4.9786 
p.val......  6.4038e-07 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  631 


Estimate...  -0.76553 
AI SE......  0.16599 
T-stat.....  -4.6119 
p.val......  3.9902e-06 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  547 


Estimate...  -0.38139 
AI SE......  0.060855 
T-stat.....  -6.2671 
p.val......  3.6780e-10 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  674 


Estimate...  -0.40978 
AI SE......  0.12358 
T-stat.....  -3.3159 
p.val......  0.00091364 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  22376 


Estimate...  -0.33539 
AI SE......  0.024185 
T-stat.....  -13.868 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.3353897


s: 398 

Estimate...  -0.3878 
AI SE......  0.065167 
T-stat.....  -5.9509 
p.val......  2.6674e-09 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  637 


Estimate...  -0.26919 
AI SE......  0.13408 
T-stat.....  -2.0077 
p.val......  0.044675 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  620 


Estimate...  -0.36287 
AI SE......  0.058867 
T-stat.....  -6.1642 
p.val......  7.0825e-10 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  652 


Estimate...  -0.44811 
AI SE......  0.1694 
T-stat.....  -2.6453 
p.val......  0.0081625 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  19376 


Estimate...  -0.37559 
AI SE......  0.059253 
T-stat.....  -6.3387 
p.val......  2.3175e-10 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.3755861


s: 399 

Estimate...  -0.43357 
AI SE......  0.082551 
T-stat.....  -5.2521 
p.val......  1.5040e-07 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  676 


Estimate...  -0.57186 
AI SE......  0.17753 
T-stat.....  -3.2212 
p.val......  0.0012766 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  623 


Estimate...  -0.43893 
AI SE......  0.065126 
T-stat.....  -6.7397 
p.val......  1.5875e-11 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  674 


Estimate...  -0.25675 
AI SE......  0.14626 
T-stat.....  -1.7555 
p.val......  0.079174 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  15088 


Estimate...  -0.41506 
AI SE......  0.041169 
T-stat.....  -10.082 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.4150632


s: 400 

Estimate...  -0.46435 
AI SE......  0.075817 
T-stat.....  -6.1246 
p.val......  9.0916e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  660 


Estimate...  -0.46255 
AI SE......  0.11658 
T-stat.....  -3.9678 
p.val......  7.2542e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  589 


Estimate...  -0.4001 
AI SE......  0.071021 
T-stat.....  -5.6335 
p.val......  1.7663e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  699 


Estimate...  -0.19043 
AI SE......  0.21876 
T-stat.....  -0.8705 
p.val......  0.38403 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  14865 


Estimate...  -0.42054 
AI SE......  0.048671 
T-stat.....  -8.6404 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4205391


s: 401 

Estimate...  -0.42164 
AI SE......  0.068569 
T-stat.....  -6.1491 
p.val......  7.7924e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  659 


Estimate...  -0.69022 
AI SE......  0.12862 
T-stat.....  -5.3662 
p.val......  8.0428e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  582 


Estimate...  -0.40495 
AI SE......  0.06226 
T-stat.....  -6.5043 
p.val......  7.8068e-11 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  685 


Estimate...  -0.69785 
AI SE......  0.15573 
T-stat.....  -4.4811 
p.val......  7.426e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  19551 


Estimate...  -0.44770 
AI SE......  0.054387 
T-stat.....  -8.2318 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4477045


s: 402 

Estimate...  -0.39959 
AI SE......  0.071934 
T-stat.....  -5.555 
p.val......  2.7755e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  675 


Estimate...  -0.50215 
AI SE......  0.17667 
T-stat.....  -2.8423 
p.val......  0.004479 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  624 


Estimate...  -0.37948 
AI SE......  0.061882 
T-stat.....  -6.1323 
p.val......  8.6603e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  709 


Estimate...  -0.56578 
AI SE......  0.15273 
T-stat.....  -3.7045 
p.val......  0.00021177 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  19236 


Estimate...  -0.38810 
AI SE......  0.025495 
T-stat.....  -15.222 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

          [,1]
[1,] -0.388096


s: 403 

Estimate...  -0.42099 
AI SE......  0.071107 
T-stat.....  -5.9204 
p.val......  3.2107e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  636 


Estimate...  -0.49031 
AI SE......  0.12978 
T-stat.....  -3.7779 
p.val......  0.00015813 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  581 


Estimate...  -0.37487 
AI SE......  0.066363 
T-stat.....  -5.6489 
p.val......  1.6149e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  658 


Estimate...  -0.57451 
AI SE......  0.17204 
T-stat.....  -3.3394 
p.val......  0.00083957 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  15045 


Estimate...  -0.39319 
AI SE......  0.037150 
T-stat.....  -10.584 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3931889


s: 404 

Estimate...  -0.45012 
AI SE......  0.072478 
T-stat.....  -6.2105 
p.val......  5.2823e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  647 


Estimate...  -0.66642 
AI SE......  0.1309 
T-stat.....  -5.091 
p.val......  3.5613e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  571 


Estimate...  -0.38090 
AI SE......  0.063919 
T-stat.....  -5.959 
p.val......  2.5378e-09 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  630 


Estimate...  -0.53832 
AI SE......  0.17942 
T-stat.....  -3.0004 
p.val......  0.0026964 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  20031 


Estimate...  -0.40749 
AI SE......  0.05831 
T-stat.....  -6.9883 
p.val......  2.7827e-12 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4074895


s: 405 

Estimate...  -0.39774 
AI SE......  0.070133 
T-stat.....  -5.6712 
p.val......  1.4179e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  664 


Estimate...  -0.28728 
AI SE......  0.13561 
T-stat.....  -2.1184 
p.val......  0.034138 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  608 


Estimate...  -0.36455 
AI SE......  0.059625 
T-stat.....  -6.114 
p.val......  9.719e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  703 


Estimate...  -0.46946 
AI SE......  0.17168 
T-stat.....  -2.7346 
p.val......  0.0062458 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  17560 


Estimate...  -0.37349 
AI SE......  0.051578 
T-stat.....  -7.2413 
p.val......  4.4453e-13 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3734916


s: 406 

Estimate...  -0.32932 
AI SE......  0.065043 
T-stat.....  -5.0631 
p.val......  4.1259e-07 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  621 


Estimate...  -0.49412 
AI SE......  0.12313 
T-stat.....  -4.0131 
p.val......  5.9916e-05 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  569 


Estimate...  -0.36208 
AI SE......  0.057944 
T-stat.....  -6.2488 
p.val......  4.1374e-10 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  654 


Estimate...  -0.52337 
AI SE......  0.13369 
T-stat.....  -3.9147 
p.val......  9.0528e-05 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  20630 


Estimate...  -0.33311 
AI SE......  0.037594 
T-stat.....  -8.8606 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  437 

           [,1]
[1,] -0.3331087


s: 407 

Estimate...  -0.50787 
AI SE......  0.074155 
T-stat.....  -6.8487 
p.val......  7.4514e-12 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  651 


Estimate...  -0.57 
AI SE......  0.11817 
T-stat.....  -4.8236 
p.val......  1.4098e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  595 


Estimate...  -0.37016 
AI SE......  0.06894 
T-stat.....  -5.3694 
p.val......  7.9001e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  658 


Estimate...  -0.21286 
AI SE......  0.14386 
T-stat.....  -1.4797 
p.val......  0.13896 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  19224 


Estimate...  -0.39401 
AI SE......  0.027185 
T-stat.....  -14.493 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3940101


s: 408 

Estimate...  -0.45545 
AI SE......  0.078239 
T-stat.....  -5.8212 
p.val......  5.8422e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  653 


Estimate...  -0.59346 
AI SE......  0.15337 
T-stat.....  -3.8695 
p.val......  0.00010904 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  583 


Estimate...  -0.42236 
AI SE......  0.076667 
T-stat.....  -5.5091 
p.val......  3.6072e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  682 


Estimate...  -0.39119 
AI SE......  0.13813 
T-stat.....  -2.8322 
p.val......  0.0046234 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18959 


Estimate...  -0.43486 
AI SE......  0.0434 
T-stat.....  -10.020 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4348621


s: 409 

Estimate...  -0.32876 
AI SE......  0.076655 
T-stat.....  -4.2888 
p.val......  1.7962e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  618 


Estimate...  -0.45716 
AI SE......  0.13200 
T-stat.....  -3.4634 
p.val......  0.00053331 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  590 


Estimate...  -0.35601 
AI SE......  0.063041 
T-stat.....  -5.6473 
p.val......  1.6301e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  682 


Estimate...  -0.30806 
AI SE......  0.17180 
T-stat.....  -1.7931 
p.val......  0.072959 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  21029 


Estimate...  -0.38936 
AI SE......  0.047403 
T-stat.....  -8.2139 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3893641


s: 410 

Estimate...  -0.29426 
AI SE......  0.10366 
T-stat.....  -2.8387 
p.val......  0.0045304 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  644 


Estimate...  -0.36672 
AI SE......  0.13732 
T-stat.....  -2.6705 
p.val......  0.0075748 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  575 


Estimate...  -0.40256 
AI SE......  0.064995 
T-stat.....  -6.1937 
p.val......  5.8762e-10 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  673 


Estimate...  -0.57292 
AI SE......  0.15211 
T-stat.....  -3.7664 
p.val......  0.00016563 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  15291 


Estimate...  -0.41539 
AI SE......  0.033987 
T-stat.....  -12.222 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4153868


s: 411 

Estimate...  -0.44645 
AI SE......  0.080455 
T-stat.....  -5.549 
p.val......  2.8729e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  692 


Estimate...  -0.55044 
AI SE......  0.12412 
T-stat.....  -4.4347 
p.val......  9.2183e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  622 


Estimate...  -0.3813 
AI SE......  0.070047 
T-stat.....  -5.4434 
p.val......  5.2269e-08 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  681 


Estimate...  -0.34455 
AI SE......  0.20249 
T-stat.....  -1.7015 
p.val......  0.088846 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  10611 


Estimate...  -0.44585 
AI SE......  0.052617 
T-stat.....  -8.4734 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4458462


s: 412 

Estimate...  -0.33286 
AI SE......  0.078009 
T-stat.....  -4.2669 
p.val......  1.9823e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  654 


Estimate...  -0.50407 
AI SE......  0.12450 
T-stat.....  -4.0487 
p.val......  5.1514e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  579 


Estimate...  -0.30733 
AI SE......  0.063564 
T-stat.....  -4.835 
p.val......  1.3314e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  714 


Estimate...  -0.28724 
AI SE......  0.13988 
T-stat.....  -2.0535 
p.val......  0.040029 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  21922 


Estimate...  -0.34959 
AI SE......  0.030519 
T-stat.....  -11.455 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

          [,1]
[1,] -0.349591


s: 413 

Estimate...  -0.41678 
AI SE......  0.07404 
T-stat.....  -5.6291 
p.val......  1.8120e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  656 


Estimate...  -0.45804 
AI SE......  0.11965 
T-stat.....  -3.8281 
p.val......  0.00012912 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  618 


Estimate...  -0.39345 
AI SE......  0.064479 
T-stat.....  -6.102 
p.val......  1.0472e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  722 


Estimate...  -0.43992 
AI SE......  0.14970 
T-stat.....  -2.9387 
p.val......  0.0032954 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  16812 


Estimate...  -0.38875 
AI SE......  0.032631 
T-stat.....  -11.913 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3887532


s: 414 

Estimate...  -0.38375 
AI SE......  0.07264 
T-stat.....  -5.283 
p.val......  1.2711e-07 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  640 


Estimate...  -0.43787 
AI SE......  0.13249 
T-stat.....  -3.3048 
p.val......  0.00095034 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  557 


Estimate...  -0.36769 
AI SE......  0.067418 
T-stat.....  -5.4538 
p.val......  4.9297e-08 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  646 


Estimate...  -0.23674 
AI SE......  0.16742 
T-stat.....  -1.4141 
p.val......  0.15733 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  18536 


Estimate...  -0.40555 
AI SE......  0.052618 
T-stat.....  -7.7074 
p.val......  1.2879e-14 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  429 

           [,1]
[1,] -0.4055462


s: 415 

Estimate...  -0.35785 
AI SE......  0.070219 
T-stat.....  -5.0962 
p.val......  3.4646e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  635 


Estimate...  -0.64086 
AI SE......  0.13232 
T-stat.....  -4.8433 
p.val......  1.277e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  555 


Estimate...  -0.42322 
AI SE......  0.066518 
T-stat.....  -6.3625 
p.val......  1.9843e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  642 


Estimate...  -0.17963 
AI SE......  0.18042 
T-stat.....  -0.9956 
p.val......  0.31945 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  14488 


Estimate...  -0.41662 
AI SE......  0.045552 
T-stat.....  -9.1458 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4166152


s: 416 

Estimate...  -0.39222 
AI SE......  0.065903 
T-stat.....  -5.9515 
p.val......  2.6577e-09 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  631 


Estimate...  -0.50405 
AI SE......  0.14395 
T-stat.....  -3.5015 
p.val......  0.00046259 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  600 


Estimate...  -0.34663 
AI SE......  0.067011 
T-stat.....  -5.1728 
p.val......  2.3066e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  642 


Estimate...  -0.48223 
AI SE......  0.16566 
T-stat.....  -2.911 
p.val......  0.0036029 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  20392 


Estimate...  -0.42411 
AI SE......  0.045573 
T-stat.....  -9.3062 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4241126


s: 417 

Estimate...  -0.4448 
AI SE......  0.069642 
T-stat.....  -6.387 
p.val......  1.6918e-10 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  620 


Estimate...  -0.53828 
AI SE......  0.10677 
T-stat.....  -5.0416 
p.val......  4.6161e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  557 


Estimate...  -0.43447 
AI SE......  0.063226 
T-stat.....  -6.8717 
p.val......  6.3429e-12 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  674 


Estimate...  -0.59383 
AI SE......  0.13695 
T-stat.....  -4.3361 
p.val......  1.4506e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  17971 


Estimate...  -0.41051 
AI SE......  0.048397 
T-stat.....  -8.4822 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.4105081


s: 418 

Estimate...  -0.37724 
AI SE......  0.064514 
T-stat.....  -5.8475 
p.val......  4.9909e-09 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  694 


Estimate...  -0.45207 
AI SE......  0.098002 
T-stat.....  -4.6129 
p.val......  3.9713e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  633 


Estimate...  -0.37285 
AI SE......  0.05918 
T-stat.....  -6.3004 
p.val......  2.9689e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  682 


Estimate...  -0.42879 
AI SE......  0.1316 
T-stat.....  -3.2582 
p.val......  0.0011211 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  19884 


Estimate...  -0.38705 
AI SE......  0.061108 
T-stat.....  -6.3338 
p.val......  2.3924e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.3870453


s: 419 

Estimate...  -0.41365 
AI SE......  0.068824 
T-stat.....  -6.0103 
p.val......  1.8519e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  643 


Estimate...  -0.67594 
AI SE......  0.15260 
T-stat.....  -4.4296 
p.val......  9.4417e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  605 


Estimate...  -0.35493 
AI SE......  0.066763 
T-stat.....  -5.3163 
p.val......  1.0587e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  673 


Estimate...  -0.36121 
AI SE......  0.17552 
T-stat.....  -2.0579 
p.val......  0.039601 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21569 


Estimate...  -0.38984 
AI SE......  0.058044 
T-stat.....  -6.7163 
p.val......  1.8636e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3898404


s: 420 

Estimate...  -0.45633 
AI SE......  0.065882 
T-stat.....  -6.9265 
p.val......  4.3143e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  649 


Estimate...  -0.57291 
AI SE......  0.12367 
T-stat.....  -4.6327 
p.val......  3.6096e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  603 


Estimate...  -0.36706 
AI SE......  0.057685 
T-stat.....  -6.3632 
p.val......  1.9761e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  680 


Estimate...  -0.57987 
AI SE......  0.14236 
T-stat.....  -4.0732 
p.val......  4.6365e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  20446 


Estimate...  -0.39251 
AI SE......  0.056942 
T-stat.....  -6.8931 
p.val......  5.4587e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3925054


s: 421 

Estimate...  -0.36011 
AI SE......  0.067443 
T-stat.....  -5.3394 
p.val......  9.3248e-08 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  696 


Estimate...  -0.43489 
AI SE......  0.12937 
T-stat.....  -3.3617 
p.val......  0.00077468 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  602 


Estimate...  -0.33161 
AI SE......  0.063384 
T-stat.....  -5.2317 
p.val......  1.6796e-07 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  695 


Estimate...  -0.50115 
AI SE......  0.15406 
T-stat.....  -3.2530 
p.val......  0.0011421 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  19996 


Estimate...  -0.33884 
AI SE......  0.028220 
T-stat.....  -12.007 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.3388409


s: 422 

Estimate...  -0.4902 
AI SE......  0.07201 
T-stat.....  -6.8075 
p.val......  9.9343e-12 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  631 


Estimate...  -0.52967 
AI SE......  0.10124 
T-stat.....  -5.2318 
p.val......  1.6791e-07 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  587 


Estimate...  -0.3622 
AI SE......  0.059475 
T-stat.....  -6.09 
p.val......  1.1290e-09 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  609 


Estimate...  -0.47605 
AI SE......  0.17099 
T-stat.....  -2.7841 
p.val......  0.0053669 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  17814 


Estimate...  -0.38233 
AI SE......  0.059112 
T-stat.....  -6.4678 
p.val......  9.9436e-11 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  434 

           [,1]
[1,] -0.3823279


s: 423 

Estimate...  -0.43543 
AI SE......  0.066029 
T-stat.....  -6.5946 
p.val......  4.2635e-11 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  615 


Estimate...  -0.42102 
AI SE......  0.10923 
T-stat.....  -3.8546 
p.val......  0.00011591 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  583 


Estimate...  -0.34909 
AI SE......  0.060941 
T-stat.....  -5.7283 
p.val......  1.0141e-08 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  675 


Estimate...  -0.44393 
AI SE......  0.16260 
T-stat.....  -2.7303 
p.val......  0.0063282 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  19440 


Estimate...  -0.40275 
AI SE......  0.061518 
T-stat.....  -6.5468 
p.val......  5.8766e-11 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  441 

           [,1]
[1,] -0.4027462


s: 424 

Estimate...  -0.4589 
AI SE......  0.080052 
T-stat.....  -5.7325 
p.val......  9.8949e-09 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  651 


Estimate...  -0.48379 
AI SE......  0.11484 
T-stat.....  -4.2126 
p.val......  2.5245e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  603 


Estimate...  -0.47045 
AI SE......  0.07415 
T-stat.....  -6.3446 
p.val......  2.2301e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  650 


Estimate...  -0.40943 
AI SE......  0.14017 
T-stat.....  -2.9210 
p.val......  0.0034886 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  17161 


Estimate...  -0.35416 
AI SE......  0.030725 
T-stat.....  -11.527 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3541568


s: 425 

Estimate...  -0.44962 
AI SE......  0.074155 
T-stat.....  -6.0633 
p.val......  1.3338e-09 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  668 


Estimate...  -0.60912 
AI SE......  0.13907 
T-stat.....  -4.3801 
p.val......  1.1865e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  591 


Estimate...  -0.37027 
AI SE......  0.06229 
T-stat.....  -5.9442 
p.val......  2.7774e-09 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  681 


Estimate...  -0.57615 
AI SE......  0.1669 
T-stat.....  -3.4521 
p.val......  0.00055623 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  14736 


Estimate...  -0.41153 
AI SE......  0.029744 
T-stat.....  -13.836 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.4115284


s: 426 

Estimate...  -0.31001 
AI SE......  0.069798 
T-stat.....  -4.4415 
p.val......  8.9324e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  644 


Estimate...  -0.49252 
AI SE......  0.11347 
T-stat.....  -4.3406 
p.val......  1.4211e-05 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  589 


Estimate...  -0.3433 
AI SE......  0.064701 
T-stat.....  -5.3059 
p.val......  1.1210e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  663 


Estimate...  -0.57197 
AI SE......  0.14383 
T-stat.....  -3.9766 
p.val......  6.9893e-05 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  24031 


Estimate...  -0.36836 
AI SE......  0.031972 
T-stat.....  -11.521 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3683602


s: 427 

Estimate...  -0.5124 
AI SE......  0.072936 
T-stat.....  -7.0254 
p.val......  2.1338e-12 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  664 


Estimate...  -0.29078 
AI SE......  0.12502 
T-stat.....  -2.3258 
p.val......  0.020027 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  612 


Estimate...  -0.35733 
AI SE......  0.073155 
T-stat.....  -4.8846 
p.val......  1.0362e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  713 


Estimate...  -0.47307 
AI SE......  0.18936 
T-stat.....  -2.4982 
p.val......  0.012482 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  18995 


Estimate...  -0.39585 
AI SE......  0.046141 
T-stat.....  -8.579 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3958460


s: 428 

Estimate...  -0.35688 
AI SE......  0.078021 
T-stat.....  -4.5741 
p.val......  4.7825e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  633 


Estimate...  -0.436 
AI SE......  0.16033 
T-stat.....  -2.7193 
p.val......  0.0065414 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  596 


Estimate...  -0.34777 
AI SE......  0.06442 
T-stat.....  -5.3984 
p.val......  6.7223e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  682 


Estimate...  -0.22261 
AI SE......  0.17737 
T-stat.....  -1.2551 
p.val......  0.20945 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  22411 


Estimate...  -0.40583 
AI SE......  0.048489 
T-stat.....  -8.3695 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4058331


s: 429 

Estimate...  -0.40469 
AI SE......  0.072492 
T-stat.....  -5.5826 
p.val......  2.3702e-08 

Original number of observations..............  1000 
Original number of treated obs...............  424 
Matched number of observations...............  424 
Matched number of observations  (unweighted).  613 


Estimate...  -0.41556 
AI SE......  0.11607 
T-stat.....  -3.5801 
p.val......  0.00034347 

Original number of observations..............  1000 
Original number of treated obs...............  424 
Matched number of observations...............  424 
Matched number of observations  (unweighted).  566 


Estimate...  -0.37410 
AI SE......  0.071358 
T-stat.....  -5.2427 
p.val......  1.5827e-07 

Original number of observations..............  1000 
Original number of treated obs...............  424 
Matched number of observations...............  424 
Matched number of observations  (unweighted).  681 


Estimate...  -0.56052 
AI SE......  0.21059 
T-stat.....  -2.6616 
p.val......  0.0077769 

Original number of observations..............  1000 
Original number of treated obs...............  424 
Matched number of observations...............  424 
Matched number of observations  (unweighted).  17099 


Estimate...  -0.39322 
AI SE......  0.026626 
T-stat.....  -14.768 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  424 
Matched number of observations...............  424 
Matched number of observations  (unweighted).  424 

           [,1]
[1,] -0.3932184


s: 430 

Estimate...  -0.35061 
AI SE......  0.078439 
T-stat.....  -4.4699 
p.val......  7.8263e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  662 


Estimate...  -0.42845 
AI SE......  0.14678 
T-stat.....  -2.9190 
p.val......  0.003511 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  601 


Estimate...  -0.37971 
AI SE......  0.064884 
T-stat.....  -5.8522 
p.val......  4.8524e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  671 


Estimate...  -0.35146 
AI SE......  0.12235 
T-stat.....  -2.8725 
p.val......  0.004072 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  24058 


Estimate...  -0.3791 
AI SE......  0.049582 
T-stat.....  -7.646 
p.val......  2.065e-14 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3791013


s: 431 

Estimate...  -0.4172 
AI SE......  0.074125 
T-stat.....  -5.6283 
p.val......  1.8199e-08 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  636 


Estimate...  -0.61433 
AI SE......  0.14652 
T-stat.....  -4.1929 
p.val......  2.7536e-05 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  608 


Estimate...  -0.34259 
AI SE......  0.069614 
T-stat.....  -4.9213 
p.val......  8.5975e-07 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  620 


Estimate...  -0.75468 
AI SE......  0.15587 
T-stat.....  -4.8417 
p.val......  1.2871e-06 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  18895 


Estimate...  -0.39179 
AI SE......  0.058846 
T-stat.....  -6.6578 
p.val......  2.7793e-11 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  441 

           [,1]
[1,] -0.3917887


s: 432 

Estimate...  -0.35737 
AI SE......  0.07572 
T-stat.....  -4.7196 
p.val......  2.3626e-06 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  635 


Estimate...  -0.49712 
AI SE......  0.13886 
T-stat.....  -3.5799 
p.val......  0.00034368 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  613 


Estimate...  -0.33762 
AI SE......  0.064186 
T-stat.....  -5.26 
p.val......  1.4407e-07 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  720 


Estimate...  -0.26991 
AI SE......  0.10654 
T-stat.....  -2.5335 
p.val......  0.011294 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  25553 


Estimate...  -0.41121 
AI SE......  0.049022 
T-stat.....  -8.3884 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4112133


s: 433 

Estimate...  -0.41753 
AI SE......  0.07243 
T-stat.....  -5.7645 
p.val......  8.188e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  650 


Estimate...  -0.68316 
AI SE......  0.17036 
T-stat.....  -4.0102 
p.val......  6.0668e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  639 


Estimate...  -0.28583 
AI SE......  0.062266 
T-stat.....  -4.5905 
p.val......  4.422e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  705 


Estimate...  -0.24633 
AI SE......  0.13228 
T-stat.....  -1.8623 
p.val......  0.062566 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  18299 


Estimate...  -0.35941 
AI SE......  0.046299 
T-stat.....  -7.763 
p.val......  8.2157e-15 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3594147


s: 434 

Estimate...  -0.51307 
AI SE......  0.070796 
T-stat.....  -7.2472 
p.val......  4.2566e-13 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  665 


Estimate...  -0.52359 
AI SE......  0.12725 
T-stat.....  -4.1148 
p.val......  3.8752e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  586 


Estimate...  -0.36331 
AI SE......  0.069138 
T-stat.....  -5.2548 
p.val......  1.4815e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  655 


Estimate...  -0.39175 
AI SE......  0.20522 
T-stat.....  -1.9089 
p.val......  0.05627 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  16384 


Estimate...  -0.43231 
AI SE......  0.036431 
T-stat.....  -11.867 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4323148


s: 435 

Estimate...  -0.48596 
AI SE......  0.06474 
T-stat.....  -7.5063 
p.val......  6.084e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  662 


Estimate...  -0.42496 
AI SE......  0.12089 
T-stat.....  -3.5154 
p.val......  0.00043904 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  614 


Estimate...  -0.38061 
AI SE......  0.058423 
T-stat.....  -6.5147 
p.val......  7.2812e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  682 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.23183 
AI SE......  0.043242 
T-stat.....  -5.3612 
p.val......  8.267e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  249271 


Estimate...  -0.43499 
AI SE......  0.046566 
T-stat.....  -9.3415 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4349944


s: 436 

Estimate...  -0.40223 
AI SE......  0.093658 
T-stat.....  -4.2946 
p.val......  1.7499e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  644 


Estimate...  -0.46990 
AI SE......  0.15841 
T-stat.....  -2.9664 
p.val......  0.0030136 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  576 


Estimate...  -0.29443 
AI SE......  0.06537 
T-stat.....  -4.504 
p.val......  6.6676e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  708 


Estimate...  -0.45752 
AI SE......  0.18458 
T-stat.....  -2.4787 
p.val......  0.013187 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18426 


Estimate...  -0.40922 
AI SE......  0.059292 
T-stat.....  -6.9017 
p.val......  5.1374e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4092189


s: 437 

Estimate...  -0.42743 
AI SE......  0.062959 
T-stat.....  -6.789 
p.val......  1.1292e-11 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  657 


Estimate...  -0.49065 
AI SE......  0.11153 
T-stat.....  -4.3993 
p.val......  1.0858e-05 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  596 


Estimate...  -0.4651 
AI SE......  0.062877 
T-stat.....  -7.3969 
p.val......  1.3944e-13 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  656 


Estimate...  -0.6744 
AI SE......  0.14284 
T-stat.....  -4.7214 
p.val......  2.3427e-06 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  19643 


Estimate...  -0.41157 
AI SE......  0.049946 
T-stat.....  -8.2403 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.4115729


s: 438 

Estimate...  -0.40882 
AI SE......  0.070318 
T-stat.....  -5.8139 
p.val......  6.1029e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  643 


Estimate...  -0.56908 
AI SE......  0.12688 
T-stat.....  -4.4852 
p.val......  7.2851e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  627 


Estimate...  -0.31792 
AI SE......  0.067487 
T-stat.....  -4.7109 
p.val......  2.4668e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  670 


Estimate...  -0.44288 
AI SE......  0.17622 
T-stat.....  -2.5132 
p.val......  0.011963 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  14671 


Estimate...  -0.35682 
AI SE......  0.038504 
T-stat.....  -9.2671 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

         [,1]
[1,] -0.35682


s: 439 

Estimate...  -0.44774 
AI SE......  0.072968 
T-stat.....  -6.1361 
p.val......  8.4566e-10 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  614 


Estimate...  -0.50502 
AI SE......  0.11034 
T-stat.....  -4.577 
p.val......  4.7174e-06 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  583 


Estimate...  -0.43671 
AI SE......  0.066394 
T-stat.....  -6.5776 
p.val......  4.7826e-11 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  666 


Estimate...  -0.56751 
AI SE......  0.13010 
T-stat.....  -4.3622 
p.val......  1.2876e-05 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  22268 


Estimate...  -0.41072 
AI SE......  0.075546 
T-stat.....  -5.4367 
p.val......  5.4285e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4107172


s: 440 

Estimate...  -0.36011 
AI SE......  0.067399 
T-stat.....  -5.343 
p.val......  9.1437e-08 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  610 


Estimate...  -0.50583 
AI SE......  0.10367 
T-stat.....  -4.8791 
p.val......  1.0655e-06 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  554 


Estimate...  -0.3942 
AI SE......  0.071765 
T-stat.....  -5.4929 
p.val......  3.954e-08 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  638 


Estimate...  -0.45508 
AI SE......  0.12880 
T-stat.....  -3.5334 
p.val......  0.00041030 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  18544 


Estimate...  -0.43236 
AI SE......  0.062869 
T-stat.....  -6.8772 
p.val......  6.1025e-12 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  441 

           [,1]
[1,] -0.4323638


s: 441 

Estimate...  -0.41689 
AI SE......  0.075273 
T-stat.....  -5.5383 
p.val......  3.0537e-08 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  644 


Estimate...  -0.5727 
AI SE......  0.1085 
T-stat.....  -5.2783 
p.val......  1.3040e-07 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  548 


Estimate...  -0.39582 
AI SE......  0.062944 
T-stat.....  -6.2883 
p.val......  3.2087e-10 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  641 


Estimate...  -0.66609 
AI SE......  0.15221 
T-stat.....  -4.3761 
p.val......  1.2083e-05 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  18347 


Estimate...  -0.38274 
AI SE......  0.053493 
T-stat.....  -7.1551 
p.val......  8.3622e-13 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.3827449


s: 442 

Estimate...  -0.42929 
AI SE......  0.068231 
T-stat.....  -6.2917 
p.val......  3.1397e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  685 


Estimate...  -0.44955 
AI SE......  0.11077 
T-stat.....  -4.0585 
p.val......  4.9393e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  602 


Estimate...  -0.38041 
AI SE......  0.066287 
T-stat.....  -5.7389 
p.val......  9.5306e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  678 


Estimate...  -0.42367 
AI SE......  0.14929 
T-stat.....  -2.8380 
p.val......  0.0045402 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  13701 


Estimate...  -0.40849 
AI SE......  0.044742 
T-stat.....  -9.1299 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4084913


s: 443 

Estimate...  -0.32774 
AI SE......  0.090882 
T-stat.....  -3.6062 
p.val......  0.00031074 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  630 


Estimate...  -0.52032 
AI SE......  0.14607 
T-stat.....  -3.5621 
p.val......  0.00036789 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  563 


Estimate...  -0.40988 
AI SE......  0.067034 
T-stat.....  -6.1145 
p.val......  9.6842e-10 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  653 


Estimate...  -0.29984 
AI SE......  0.18868 
T-stat.....  -1.5891 
p.val......  0.11204 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  15713 


Estimate...  -0.43763 
AI SE......  0.043704 
T-stat.....  -10.014 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.4376349


s: 444 

Estimate...  -0.43803 
AI SE......  0.075717 
T-stat.....  -5.785 
p.val......  7.25e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  658 


Estimate...  -0.44038 
AI SE......  0.11792 
T-stat.....  -3.7346 
p.val......  0.00018805 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  586 


Estimate...  -0.38581 
AI SE......  0.068174 
T-stat.....  -5.6592 
p.val......  1.5211e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  675 


Estimate...  -0.47064 
AI SE......  0.13003 
T-stat.....  -3.6195 
p.val......  0.00029512 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  16246 


Estimate...  -0.3895 
AI SE......  0.030717 
T-stat.....  -12.680 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3894991


s: 445 

Estimate...  -0.37540 
AI SE......  0.069618 
T-stat.....  -5.3924 
p.val......  6.9533e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  678 


Estimate...  -0.50271 
AI SE......  0.11131 
T-stat.....  -4.5164 
p.val......  6.2885e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  610 


Estimate...  -0.43693 
AI SE......  0.067796 
T-stat.....  -6.4447 
p.val......  1.1585e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  674 


Estimate...  -0.72157 
AI SE......  0.19503 
T-stat.....  -3.6999 
p.val......  0.00021572 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  13420 


Estimate...  -0.43013 
AI SE......  0.05577 
T-stat.....  -7.7125 
p.val......  1.2434e-14 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4301277


s: 446 

Estimate...  -0.48496 
AI SE......  0.082866 
T-stat.....  -5.8523 
p.val......  4.8482e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  652 


Estimate...  -0.20410 
AI SE......  0.19189 
T-stat.....  -1.0636 
p.val......  0.28751 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  631 


Estimate...  -0.32224 
AI SE......  0.063452 
T-stat.....  -5.0786 
p.val......  3.8029e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  679 


Estimate...  -0.33994 
AI SE......  0.22151 
T-stat.....  -1.5346 
p.val......  0.12487 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18374 


Estimate...  -0.38556 
AI SE......  0.039972 
T-stat.....  -9.6458 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3855618


s: 447 

Estimate...  -0.43144 
AI SE......  0.080564 
T-stat.....  -5.3553 
p.val......  8.5415e-08 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  665 


Estimate...  -0.28842 
AI SE......  0.15774 
T-stat.....  -1.8285 
p.val......  0.067482 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  589 


Estimate...  -0.42756 
AI SE......  0.067824 
T-stat.....  -6.304 
p.val......  2.9011e-10 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  651 


Estimate...  -0.17424 
AI SE......  0.14345 
T-stat.....  -1.2147 
p.val......  0.22449 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  16386 


Estimate...  -0.37877 
AI SE......  0.044497 
T-stat.....  -8.5124 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.3787741


s: 448 

Estimate...  -0.49403 
AI SE......  0.08675 
T-stat.....  -5.6949 
p.val......  1.2346e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  674 


Estimate...  -0.32322 
AI SE......  0.12100 
T-stat.....  -2.6712 
p.val......  0.007558 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  570 


Estimate...  -0.38729 
AI SE......  0.064284 
T-stat.....  -6.0246 
p.val......  1.6948e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  665 


Estimate...  -0.55194 
AI SE......  0.16842 
T-stat.....  -3.2772 
p.val......  0.0010484 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  22534 


Estimate...  -0.42391 
AI SE......  0.05911 
T-stat.....  -7.1715 
p.val......  7.4163e-13 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4239101


s: 449 

Estimate...  -0.37709 
AI SE......  0.069954 
T-stat.....  -5.3906 
p.val......  7.0237e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  678 


Estimate...  -0.56655 
AI SE......  0.11036 
T-stat.....  -5.1339 
p.val......  2.8381e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  606 


Estimate...  -0.38465 
AI SE......  0.062186 
T-stat.....  -6.1855 
p.val......  6.1902e-10 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  686 


Estimate...  -0.473 
AI SE......  0.15901 
T-stat.....  -2.9746 
p.val......  0.0029339 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  16956 


Estimate...  -0.43632 
AI SE......  0.04853 
T-stat.....  -8.9907 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4363247


s: 450 

Estimate...  -0.41408 
AI SE......  0.074832 
T-stat.....  -5.5334 
p.val......  3.1412e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  663 


Estimate...  -0.76372 
AI SE......  0.15864 
T-stat.....  -4.8141 
p.val......  1.4784e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  624 


Estimate...  -0.42097 
AI SE......  0.066207 
T-stat.....  -6.3583 
p.val......  2.0395e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  732 


Estimate...  -0.58084 
AI SE......  0.12955 
T-stat.....  -4.4834 
p.val......  7.3452e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  20719 


Estimate...  -0.44579 
AI SE......  0.057358 
T-stat.....  -7.7721 
p.val......  7.7716e-15 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4457919


s: 451 

Estimate...  -0.41422 
AI SE......  0.073604 
T-stat.....  -5.6277 
p.val......  1.8266e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  663 


Estimate...  -0.46309 
AI SE......  0.11809 
T-stat.....  -3.9217 
p.val......  8.7938e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  612 


Estimate...  -0.34483 
AI SE......  0.06374 
T-stat.....  -5.4101 
p.val......  6.3005e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  665 


Estimate...  -0.40044 
AI SE......  0.18427 
T-stat.....  -2.1732 
p.val......  0.029769 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  16931 


Estimate...  -0.38182 
AI SE......  0.049532 
T-stat.....  -7.7086 
p.val......  1.2657e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3818188


s: 452 

Estimate...  -0.36544 
AI SE......  0.063787 
T-stat.....  -5.7291 
p.val......  1.0096e-08 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  642 


Estimate...  -0.48704 
AI SE......  0.13411 
T-stat.....  -3.6317 
p.val......  0.00028160 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  612 


Estimate...  -0.42852 
AI SE......  0.062796 
T-stat.....  -6.8239 
p.val......  8.8594e-12 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  682 


Estimate...  -0.57035 
AI SE......  0.16147 
T-stat.....  -3.5321 
p.val......  0.00041223 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  18079 


Estimate...  -0.39116 
AI SE......  0.045559 
T-stat.....  -8.5859 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

          [,1]
[1,] -0.391162


s: 453 

Estimate...  -0.51816 
AI SE......  0.065144 
T-stat.....  -7.9541 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  630 


Estimate...  -0.56224 
AI SE......  0.12741 
T-stat.....  -4.4129 
p.val......  1.0198e-05 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  557 


Estimate...  -0.39221 
AI SE......  0.057469 
T-stat.....  -6.8247 
p.val......  8.8132e-12 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  713 


Estimate...  -0.54353 
AI SE......  0.13641 
T-stat.....  -3.9844 
p.val......  6.764e-05 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  24512 


Estimate...  -0.38784 
AI SE......  0.055596 
T-stat.....  -6.9761 
p.val......  3.0342e-12 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.3878435


s: 454 

Estimate...  -0.27437 
AI SE......  0.076388 
T-stat.....  -3.5918 
p.val......  0.00032837 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  658 


Estimate...  -0.35457 
AI SE......  0.095014 
T-stat.....  -3.7318 
p.val......  0.00019015 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  596 


Estimate...  -0.37737 
AI SE......  0.06873 
T-stat.....  -5.4906 
p.val......  4.0068e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  735 


Estimate...  -0.30535 
AI SE......  0.17094 
T-stat.....  -1.7863 
p.val......  0.074046 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  24091 


Estimate...  -0.31629 
AI SE......  0.061934 
T-stat.....  -5.1069 
p.val......  3.2755e-07 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3162888


s: 455 

Estimate...  -0.42938 
AI SE......  0.067503 
T-stat.....  -6.3609 
p.val......  2.0064e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  685 


Estimate...  -0.45396 
AI SE......  0.12161 
T-stat.....  -3.7328 
p.val......  0.00018934 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  607 


Estimate...  -0.35119 
AI SE......  0.061183 
T-stat.....  -5.74 
p.val......  9.4657e-09 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  695 


Estimate...  -0.36764 
AI SE......  0.12134 
T-stat.....  -3.0300 
p.val......  0.0024458 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  21981 


Estimate...  -0.40541 
AI SE......  0.044953 
T-stat.....  -9.0185 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4054115


s: 456 

Estimate...  -0.3678 
AI SE......  0.083547 
T-stat.....  -4.4024 
p.val......  1.0708e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  629 


Estimate...  -0.46114 
AI SE......  0.13351 
T-stat.....  -3.4539 
p.val......  0.00055244 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  597 


Estimate...  -0.32317 
AI SE......  0.071651 
T-stat.....  -4.5103 
p.val......  6.4739e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  652 


Estimate...  -0.4564 
AI SE......  0.15216 
T-stat.....  -2.9994 
p.val......  0.0027049 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  17504 


Estimate...  -0.37640 
AI SE......  0.049134 
T-stat.....  -7.6606 
p.val......  1.8430e-14 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3763955


s: 457 

Estimate...  -0.37306 
AI SE......  0.064782 
T-stat.....  -5.7586 
p.val......  8.4798e-09 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  610 


Estimate...  -0.46544 
AI SE......  0.097476 
T-stat.....  -4.7749 
p.val......  1.7979e-06 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  611 


Estimate...  -0.34506 
AI SE......  0.063225 
T-stat.....  -5.4577 
p.val......  4.8227e-08 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  632 


Estimate...  -0.63625 
AI SE......  0.12793 
T-stat.....  -4.9735 
p.val......  6.5764e-07 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  17556 


Estimate...  -0.38954 
AI SE......  0.055169 
T-stat.....  -7.0608 
p.val......  1.6556e-12 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  438 

          [,1]
[1,] -0.389538


s: 458 

Estimate...  -0.37951 
AI SE......  0.076061 
T-stat.....  -4.9895 
p.val......  6.0534e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  609 


Estimate...  -0.48681 
AI SE......  0.12353 
T-stat.....  -3.9409 
p.val......  8.1176e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  566 


Estimate...  -0.37149 
AI SE......  0.072086 
T-stat.....  -5.1534 
p.val......  2.5583e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  654 


Estimate...  -0.37701 
AI SE......  0.18134 
T-stat.....  -2.079 
p.val......  0.037617 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  19465 


Estimate...  -0.41627 
AI SE......  0.047277 
T-stat.....  -8.8049 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.4162673


s: 459 

Estimate...  -0.40146 
AI SE......  0.076015 
T-stat.....  -5.2813 
p.val......  1.2829e-07 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  665 


Estimate...  -0.33287 
AI SE......  0.15401 
T-stat.....  -2.1614 
p.val......  0.030667 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  573 


Estimate...  -0.39435 
AI SE......  0.06726 
T-stat.....  -5.863 
p.val......  4.5451e-09 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  670 


Estimate...  -0.21834 
AI SE......  0.16089 
T-stat.....  -1.3570 
p.val......  0.17477 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  16960 


Estimate...  -0.39234 
AI SE......  0.058019 
T-stat.....  -6.7623 
p.val......  1.3586e-11 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.3923397


s: 460 

Estimate...  -0.39072 
AI SE......  0.062337 
T-stat.....  -6.2678 
p.val......  3.6616e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  653 


Estimate...  -0.55326 
AI SE......  0.10286 
T-stat.....  -5.3787 
p.val......  7.5018e-08 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  631 


Estimate...  -0.34494 
AI SE......  0.05922 
T-stat.....  -5.8247 
p.val......  5.7211e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  719 


Estimate...  -0.48702 
AI SE......  0.14685 
T-stat.....  -3.3165 
p.val......  0.00091147 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  16790 


Estimate...  -0.41563 
AI SE......  0.031231 
T-stat.....  -13.308 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.4156296


s: 461 

Estimate...  -0.43862 
AI SE......  0.064211 
T-stat.....  -6.8309 
p.val......  8.4392e-12 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  635 


Estimate...  -0.66043 
AI SE......  0.10819 
T-stat.....  -6.1044 
p.val......  1.0319e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  572 


Estimate...  -0.44517 
AI SE......  0.061275 
T-stat.....  -7.2652 
p.val......  3.7259e-13 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  607 


Estimate...  -0.55486 
AI SE......  0.12038 
T-stat.....  -4.6093 
p.val......  4.0401e-06 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  18174 


Estimate...  -0.41832 
AI SE......  0.044651 
T-stat.....  -9.3688 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.4183241


s: 462 

Estimate...  -0.43536 
AI SE......  0.071658 
T-stat.....  -6.0756 
p.val......  1.2354e-09 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  642 


Estimate...  -0.42616 
AI SE......  0.13829 
T-stat.....  -3.0815 
p.val......  0.0020593 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  567 


Estimate...  -0.35773 
AI SE......  0.061705 
T-stat.....  -5.7974 
p.val......  6.7342e-09 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  653 


Estimate...  -0.28335 
AI SE......  0.13105 
T-stat.....  -2.1621 
p.val......  0.030609 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  19978 


Estimate...  -0.3965 
AI SE......  0.030914 
T-stat.....  -12.826 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.3964968


s: 463 

Estimate...  -0.49251 
AI SE......  0.067593 
T-stat.....  -7.2863 
p.val......  3.1863e-13 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  662 


Estimate...  -0.47253 
AI SE......  0.10921 
T-stat.....  -4.3269 
p.val......  1.5123e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  612 


Estimate...  -0.46988 
AI SE......  0.06116 
T-stat.....  -7.6828 
p.val......  1.5543e-14 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  704 


Estimate...  -0.69239 
AI SE......  0.12214 
T-stat.....  -5.6687 
p.val......  1.4385e-08 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  21622 


Estimate...  -0.38452 
AI SE......  0.03012 
T-stat.....  -12.766 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.3845230


s: 464 

Estimate...  -0.47439 
AI SE......  0.077229 
T-stat.....  -6.1426 
p.val......  8.1175e-10 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  644 


Estimate...  -0.32444 
AI SE......  0.12626 
T-stat.....  -2.5696 
p.val......  0.010180 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  610 


Estimate...  -0.36048 
AI SE......  0.062727 
T-stat.....  -5.7469 
p.val......  9.0916e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  752 


Estimate...  -0.37292 
AI SE......  0.13976 
T-stat.....  -2.6683 
p.val......  0.0076242 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  14731 


Estimate...  -0.39743 
AI SE......  0.024134 
T-stat.....  -16.468 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3974277


s: 465 

Estimate...  -0.32789 
AI SE......  0.085427 
T-stat.....  -3.8383 
p.val......  0.0001239 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  641 


Estimate...  -0.58571 
AI SE......  0.14283 
T-stat.....  -4.1007 
p.val......  4.1184e-05 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  588 


Estimate...  -0.37952 
AI SE......  0.06584 
T-stat.....  -5.7642 
p.val......  8.2048e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  712 


Estimate...  -0.38758 
AI SE......  0.17402 
T-stat.....  -2.2272 
p.val......  0.025933 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  15165 


Estimate...  -0.38363 
AI SE......  0.020618 
T-stat.....  -18.607 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.3836305


s: 466 

Estimate...  -0.43518 
AI SE......  0.07189 
T-stat.....  -6.0534 
p.val......  1.4182e-09 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  600 


Estimate...  -0.48528 
AI SE......  0.14083 
T-stat.....  -3.4458 
p.val......  0.00056938 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  554 


Estimate...  -0.49639 
AI SE......  0.0655 
T-stat.....  -7.5785 
p.val......  3.4861e-14 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  647 


Estimate...  -0.50082 
AI SE......  0.13080 
T-stat.....  -3.8288 
p.val......  0.00012879 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  22787 


Estimate...  -0.42350 
AI SE......  0.050843 
T-stat.....  -8.3297 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.4235045


s: 467 

Estimate...  -0.43218 
AI SE......  0.066325 
T-stat.....  -6.5161 
p.val......  7.2149e-11 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  687 


Estimate...  -0.32339 
AI SE......  0.19675 
T-stat.....  -1.6437 
p.val......  0.10024 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  596 


Estimate...  -0.42448 
AI SE......  0.070771 
T-stat.....  -5.9979 
p.val......  1.9991e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  646 


Estimate...  -0.47487 
AI SE......  0.15763 
T-stat.....  -3.0126 
p.val......  0.0025901 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  17514 


Estimate...  -0.37258 
AI SE......  0.033439 
T-stat.....  -11.142 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3725773


s: 468 

Estimate...  -0.44942 
AI SE......  0.068197 
T-stat.....  -6.59 
p.val......  4.3982e-11 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  674 


Estimate...  -0.48714 
AI SE......  0.12212 
T-stat.....  -3.9892 
p.val......  6.631e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  598 


Estimate...  -0.34211 
AI SE......  0.063359 
T-stat.....  -5.3995 
p.val......  6.6828e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  695 


Estimate...  -0.28046 
AI SE......  0.13981 
T-stat.....  -2.0060 
p.val......  0.044854 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  19169 


Estimate...  -0.40716 
AI SE......  0.038442 
T-stat.....  -10.592 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.4071636


s: 469 

Estimate...  -0.45252 
AI SE......  0.084963 
T-stat.....  -5.3261 
p.val......  1.0034e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  643 


Estimate...  -0.41343 
AI SE......  0.19346 
T-stat.....  -2.137 
p.val......  0.032598 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  580 


Estimate...  -0.40965 
AI SE......  0.066583 
T-stat.....  -6.1525 
p.val......  7.6272e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  673 


Estimate...  -0.50478 
AI SE......  0.14685 
T-stat.....  -3.4373 
p.val......  0.00058744 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  20653 


Estimate...  -0.41567 
AI SE......  0.04607 
T-stat.....  -9.0226 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4156686


s: 470 

Estimate...  -0.50568 
AI SE......  0.069788 
T-stat.....  -7.246 
p.val......  4.2921e-13 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  667 


Estimate...  -0.62115 
AI SE......  0.10383 
T-stat.....  -5.9822 
p.val......  2.2009e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  609 


Estimate...  -0.39421 
AI SE......  0.065991 
T-stat.....  -5.9737 
p.val......  2.3199e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  689 


Estimate...  -0.48277 
AI SE......  0.12792 
T-stat.....  -3.7739 
p.val......  0.00016073 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  24201 


Estimate...  -0.42113 
AI SE......  0.063501 
T-stat.....  -6.6319 
p.val......  3.3134e-11 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4211315


s: 471 

Estimate...  -0.40441 
AI SE......  0.072087 
T-stat.....  -5.6101 
p.val......  2.0220e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  657 


Estimate...  -0.37635 
AI SE......  0.11315 
T-stat.....  -3.326 
p.val......  0.00088094 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  590 


Estimate...  -0.26185 
AI SE......  0.061082 
T-stat.....  -4.2869 
p.val......  1.8115e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  705 


Estimate...  -0.42476 
AI SE......  0.10941 
T-stat.....  -3.8823 
p.val......  0.00010345 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  33405 


Estimate...  -0.38223 
AI SE......  0.025022 
T-stat.....  -15.275 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3822260


s: 472 

Estimate...  -0.44229 
AI SE......  0.071572 
T-stat.....  -6.1796 
p.val......  6.4257e-10 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  659 


Estimate...  -0.4044 
AI SE......  0.1091 
T-stat.....  -3.7067 
p.val......  0.00020996 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  609 


Estimate...  -0.4377 
AI SE......  0.074646 
T-stat.....  -5.8637 
p.val......  4.527e-09 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  649 


Estimate...  -0.47898 
AI SE......  0.14022 
T-stat.....  -3.416 
p.val......  0.00063544 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  23655 


Estimate...  -0.3916 
AI SE......  0.060298 
T-stat.....  -6.4944 
p.val......  8.3365e-11 

Original number of observations..............  1000 
Original number of treated obs...............  486 
Matched number of observations...............  486 
Matched number of observations  (unweighted).  486 

           [,1]
[1,] -0.3916019


s: 473 

Estimate...  -0.40122 
AI SE......  0.067876 
T-stat.....  -5.9112 
p.val......  3.3968e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  618 


Estimate...  -0.53887 
AI SE......  0.12558 
T-stat.....  -4.2909 
p.val......  1.7796e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  585 


Estimate...  -0.35062 
AI SE......  0.065677 
T-stat.....  -5.3385 
p.val......  9.3715e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  657 


Estimate...  -0.25572 
AI SE......  0.17777 
T-stat.....  -1.4385 
p.val......  0.15030 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  14174 


Estimate...  -0.38585 
AI SE......  0.052407 
T-stat.....  -7.3626 
p.val......  1.803e-13 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3858517


s: 474 

Estimate...  -0.39332 
AI SE......  0.066411 
T-stat.....  -5.9225 
p.val......  3.1712e-09 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  628 


Estimate...  -0.41086 
AI SE......  0.11619 
T-stat.....  -3.5362 
p.val......  0.00040593 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  576 


Estimate...  -0.36163 
AI SE......  0.064274 
T-stat.....  -5.6264 
p.val......  1.8404e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  660 


Estimate...  -0.35595 
AI SE......  0.12715 
T-stat.....  -2.7994 
p.val......  0.005119 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  24961 


Estimate...  -0.40486 
AI SE......  0.066158 
T-stat.....  -6.1196 
p.val......  9.3809e-10 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4048619


s: 475 

Estimate...  -0.41887 
AI SE......  0.065261 
T-stat.....  -6.4183 
p.val......  1.3780e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  673 


Estimate...  -0.73229 
AI SE......  0.15518 
T-stat.....  -4.7189 
p.val......  2.3713e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  601 


Estimate...  -0.39082 
AI SE......  0.066201 
T-stat.....  -5.9035 
p.val......  3.5597e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  669 


Estimate...  -0.54973 
AI SE......  0.20641 
T-stat.....  -2.6633 
p.val......  0.007737 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  11867 


Estimate...  -0.42361 
AI SE......  0.047172 
T-stat.....  -8.98 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4236066


s: 476 

Estimate...  -0.40088 
AI SE......  0.07855 
T-stat.....  -5.1034 
p.val......  3.3358e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  665 


Estimate...  -0.47516 
AI SE......  0.11417 
T-stat.....  -4.1618 
p.val......  3.1579e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  571 


Estimate...  -0.34725 
AI SE......  0.065736 
T-stat.....  -5.2826 
p.val......  1.2738e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  656 


Estimate...  -0.34321 
AI SE......  0.14234 
T-stat.....  -2.4113 
p.val......  0.015896 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  19884 


Estimate...  -0.38886 
AI SE......  0.062868 
T-stat.....  -6.1853 
p.val......  6.1973e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3888585


s: 477 

Estimate...  -0.38511 
AI SE......  0.081234 
T-stat.....  -4.7408 
p.val......  2.1290e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  632 


Estimate...  -0.60998 
AI SE......  0.18322 
T-stat.....  -3.3292 
p.val......  0.00087103 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  575 


Estimate...  -0.41306 
AI SE......  0.072439 
T-stat.....  -5.7022 
p.val......  1.1829e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  658 


Estimate...  -0.44317 
AI SE......  0.13074 
T-stat.....  -3.3897 
p.val......  0.00069964 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  21279 


Estimate...  -0.37859 
AI SE......  0.028804 
T-stat.....  -13.144 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3785901


s: 478 

Estimate...  -0.31909 
AI SE......  0.073524 
T-stat.....  -4.34 
p.val......  1.4249e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  683 


Estimate...  -0.59347 
AI SE......  0.1099 
T-stat.....  -5.4001 
p.val......  6.6617e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  614 


Estimate...  -0.39750 
AI SE......  0.058523 
T-stat.....  -6.7921 
p.val......  1.1052e-11 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  700 


Estimate...  -0.42258 
AI SE......  0.15001 
T-stat.....  -2.8171 
p.val......  0.0048462 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  19040 


Estimate...  -0.39724 
AI SE......  0.062217 
T-stat.....  -6.3848 
p.val......  1.7163e-10 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3972418


s: 479 

Estimate...  -0.48979 
AI SE......  0.073042 
T-stat.....  -6.7056 
p.val......  2.0062e-11 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  634 


Estimate...  -0.49956 
AI SE......  0.12544 
T-stat.....  -3.9825 
p.val......  6.8198e-05 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  575 


Estimate...  -0.41279 
AI SE......  0.064252 
T-stat.....  -6.4246 
p.val......  1.3224e-10 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  661 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.30228 
AI SE......  0.044883 
T-stat.....  -6.7349 
p.val......  1.6404e-11 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  246864 


Estimate...  -0.428 
AI SE......  0.03811 
T-stat.....  -11.231 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4280003


s: 480 

Estimate...  -0.36595 
AI SE......  0.075786 
T-stat.....  -4.8287 
p.val......  1.3742e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  641 


Estimate...  -0.39542 
AI SE......  0.123 
T-stat.....  -3.2148 
p.val......  0.0013052 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  570 


Estimate...  -0.42673 
AI SE......  0.064486 
T-stat.....  -6.6174 
p.val......  3.6548e-11 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  678 


Estimate...  -0.2562 
AI SE......  0.14926 
T-stat.....  -1.7165 
p.val......  0.086068 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  20547 


Estimate...  -0.40414 
AI SE......  0.036522 
T-stat.....  -11.066 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.4041357


s: 481 

Estimate...  -0.32596 
AI SE......  0.074844 
T-stat.....  -4.3553 
p.val......  1.3290e-05 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  606 


Estimate...  -0.53279 
AI SE......  0.13999 
T-stat.....  -3.8059 
p.val......  0.00014129 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  566 


Estimate...  -0.38969 
AI SE......  0.064304 
T-stat.....  -6.0601 
p.val......  1.3602e-09 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  644 


Estimate...  -0.36968 
AI SE......  0.14822 
T-stat.....  -2.4941 
p.val......  0.012629 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  21900 


Estimate...  -0.35765 
AI SE......  0.055483 
T-stat.....  -6.4461 
p.val......  1.1479e-10 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  432 

           [,1]
[1,] -0.3576465


s: 482 

Estimate...  -0.40458 
AI SE......  0.061239 
T-stat.....  -6.6065 
p.val......  3.9349e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  690 


Estimate...  -0.28499 
AI SE......  0.13259 
T-stat.....  -2.1494 
p.val......  0.031600 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  609 


Estimate...  -0.38569 
AI SE......  0.062205 
T-stat.....  -6.2003 
p.val......  5.6358e-10 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  674 


Estimate...  -0.53386 
AI SE......  0.14318 
T-stat.....  -3.7287 
p.val......  0.00019247 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  19521 


Estimate...  -0.40257 
AI SE......  0.038492 
T-stat.....  -10.458 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4025673


s: 483 

Estimate...  -0.47041 
AI SE......  0.074433 
T-stat.....  -6.32 
p.val......  2.6157e-10 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  631 


Estimate...  -0.62416 
AI SE......  0.11834 
T-stat.....  -5.2743 
p.val......  1.3326e-07 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  592 


Estimate...  -0.30334 
AI SE......  0.069467 
T-stat.....  -4.3667 
p.val......  1.2617e-05 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  688 


Estimate...  -0.55287 
AI SE......  0.1946 
T-stat.....  -2.8411 
p.val......  0.0044965 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  15188 


Estimate...  -0.40074 
AI SE......  0.055846 
T-stat.....  -7.1758 
p.val......  7.1898e-13 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.4007373


s: 484 

Estimate...  -0.5603 
AI SE......  0.086298 
T-stat.....  -6.4925 
p.val......  8.4401e-11 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  610 


Estimate...  -0.73205 
AI SE......  0.15421 
T-stat.....  -4.7472 
p.val......  2.0623e-06 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  563 


Estimate...  -0.36052 
AI SE......  0.063925 
T-stat.....  -5.6397 
p.val......  1.703e-08 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  655 


Estimate...  -0.62623 
AI SE......  0.15501 
T-stat.....  -4.0398 
p.val......  5.3486e-05 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  27892 


Estimate...  -0.43561 
AI SE......  0.066054 
T-stat.....  -6.5947 
p.val......  4.2615e-11 

Original number of observations..............  1000 
Original number of treated obs...............  436 
Matched number of observations...............  436 
Matched number of observations  (unweighted).  436 

           [,1]
[1,] -0.4356078


s: 485 

Estimate...  -0.38875 
AI SE......  0.072459 
T-stat.....  -5.3651 
p.val......  8.0907e-08 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  631 


Estimate...  -0.40806 
AI SE......  0.11454 
T-stat.....  -3.5624 
p.val......  0.00036742 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  582 


Estimate...  -0.30593 
AI SE......  0.067588 
T-stat.....  -4.5265 
p.val......  5.9974e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  646 


Estimate...  -0.35913 
AI SE......  0.16021 
T-stat.....  -2.2416 
p.val......  0.024987 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  19205 


Estimate...  -0.3586 
AI SE......  0.032384 
T-stat.....  -11.073 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.3586006


s: 486 

Estimate...  -0.48913 
AI SE......  0.065732 
T-stat.....  -7.4413 
p.val......  9.9698e-14 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  663 


Estimate...  -0.5733 
AI SE......  0.11468 
T-stat.....  -4.9993 
p.val......  5.7537e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  584 


Estimate...  -0.36444 
AI SE......  0.066038 
T-stat.....  -5.5187 
p.val......  3.4154e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  700 


Estimate...  -0.28639 
AI SE......  0.18089 
T-stat.....  -1.5832 
p.val......  0.11338 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  22032 


Estimate...  -0.36197 
AI SE......  0.048635 
T-stat.....  -7.4425 
p.val......  9.881e-14 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3619657


s: 487 

Estimate...  -0.34038 
AI SE......  0.075237 
T-stat.....  -4.5241 
p.val......  6.0661e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  648 


Estimate...  -0.40195 
AI SE......  0.12424 
T-stat.....  -3.2354 
p.val......  0.0012149 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  570 


Estimate...  -0.31393 
AI SE......  0.064663 
T-stat.....  -4.8549 
p.val......  1.2045e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  714 


Estimate...  -0.65144 
AI SE......  0.14198 
T-stat.....  -4.5882 
p.val......  4.4718e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  19616 


Estimate...  -0.34279 
AI SE......  0.065504 
T-stat.....  -5.2331 
p.val......  1.6665e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

          [,1]
[1,] -0.342793


s: 488 

Estimate...  -0.45646 
AI SE......  0.072144 
T-stat.....  -6.3271 
p.val......  2.4981e-10 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  649 


Estimate...  -0.68741 
AI SE......  0.15240 
T-stat.....  -4.5106 
p.val......  6.4633e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  603 


Estimate...  -0.39174 
AI SE......  0.063804 
T-stat.....  -6.1397 
p.val......  8.2677e-10 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  670 


Estimate...  -0.53927 
AI SE......  0.15807 
T-stat.....  -3.4116 
p.val......  0.00064589 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  15657 


Estimate...  -0.42901 
AI SE......  0.055873 
T-stat.....  -7.6783 
p.val......  1.6209e-14 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.4290069


s: 489 

Estimate...  -0.4155 
AI SE......  0.074237 
T-stat.....  -5.5969 
p.val......  2.1827e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  673 


Estimate...  -0.35229 
AI SE......  0.13570 
T-stat.....  -2.5962 
p.val......  0.0094274 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  612 


Estimate...  -0.35773 
AI SE......  0.074379 
T-stat.....  -4.8096 
p.val......  1.5123e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  653 


Estimate...  -0.54111 
AI SE......  0.1696 
T-stat.....  -3.1905 
p.val......  0.0014203 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  17053 


Estimate...  -0.40434 
AI SE......  0.041032 
T-stat.....  -9.8544 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4043448


s: 490 

Estimate...  -0.49161 
AI SE......  0.075701 
T-stat.....  -6.4942 
p.val......  8.3489e-11 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  673 


Estimate...  -0.46439 
AI SE......  0.16793 
T-stat.....  -2.7655 
p.val......  0.005684 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  602 


Estimate...  -0.34976 
AI SE......  0.065993 
T-stat.....  -5.2999 
p.val......  1.1587e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  665 


Estimate...  -0.43819 
AI SE......  0.16284 
T-stat.....  -2.6909 
p.val......  0.0071265 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  20371 


Estimate...  -0.44233 
AI SE......  0.043865 
T-stat.....  -10.084 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4423303


s: 491 

Estimate...  -0.46836 
AI SE......  0.07207 
T-stat.....  -6.4986 
p.val......  8.1076e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  656 


Estimate...  -0.45104 
AI SE......  0.11085 
T-stat.....  -4.0689 
p.val......  4.7234e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  624 


Estimate...  -0.38812 
AI SE......  0.064347 
T-stat.....  -6.0316 
p.val......  1.6232e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  664 


Estimate...  -0.44146 
AI SE......  0.15623 
T-stat.....  -2.8257 
p.val......  0.0047174 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  18769 


Estimate...  -0.41579 
AI SE......  0.055691 
T-stat.....  -7.466 
p.val......  8.26e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4157903


s: 492 

Estimate...  -0.36194 
AI SE......  0.071368 
T-stat.....  -5.0714 
p.val......  3.9484e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  660 


Estimate...  -0.49847 
AI SE......  0.10239 
T-stat.....  -4.8685 
p.val......  1.1243e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  581 


Estimate...  -0.34175 
AI SE......  0.063764 
T-stat.....  -5.3596 
p.val......  8.3425e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  673 


Estimate...  -0.5665 
AI SE......  0.15399 
T-stat.....  -3.6789 
p.val......  0.00023427 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  17854 


Estimate...  -0.39442 
AI SE......  0.045749 
T-stat.....  -8.6214 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3944165


s: 493 

Estimate...  -0.42077 
AI SE......  0.068461 
T-stat.....  -6.1462 
p.val......  7.9367e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  631 


Estimate...  -0.32964 
AI SE......  0.11623 
T-stat.....  -2.8361 
p.val......  0.0045671 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  595 


Estimate...  -0.33528 
AI SE......  0.061464 
T-stat.....  -5.4549 
p.val......  4.9011e-08 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  642 


Estimate...  -0.24169 
AI SE......  0.16471 
T-stat.....  -1.4674 
p.val......  0.14227 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  13480 


Estimate...  -0.40883 
AI SE......  0.040921 
T-stat.....  -9.9908 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.4088299


s: 494 

Estimate...  -0.40410 
AI SE......  0.067288 
T-stat.....  -6.0056 
p.val......  1.9058e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  650 


Estimate...  -0.5623 
AI SE......  0.13166 
T-stat.....  -4.271 
p.val......  1.9459e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  599 


Estimate...  -0.32812 
AI SE......  0.065141 
T-stat.....  -5.037 
p.val......  4.7278e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  681 


Estimate...  -0.6267 
AI SE......  0.13536 
T-stat.....  -4.6298 
p.val......  3.6596e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  19496 


Estimate...  -0.4332 
AI SE......  0.056639 
T-stat.....  -7.6484 
p.val......  2.0428e-14 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4331999


s: 495 

Estimate...  -0.36939 
AI SE......  0.070304 
T-stat.....  -5.2543 
p.val......  1.4862e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  643 


Estimate...  -0.58871 
AI SE......  0.11359 
T-stat.....  -5.1827 
p.val......  2.1871e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  611 


Estimate...  -0.38654 
AI SE......  0.064793 
T-stat.....  -5.9658 
p.val......  2.4350e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  699 


Estimate...  -0.99694 
AI SE......  0.18344 
T-stat.....  -5.4346 
p.val......  5.492e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  17480 


Estimate...  -0.41371 
AI SE......  0.067706 
T-stat.....  -6.1104 
p.val......  9.94e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.4137106


s: 496 

Estimate...  -0.42021 
AI SE......  0.080973 
T-stat.....  -5.1895 
p.val......  2.1091e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  663 


Estimate...  -0.52663 
AI SE......  0.13781 
T-stat.....  -3.8215 
p.val......  0.00013265 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  614 


Estimate...  -0.39084 
AI SE......  0.068079 
T-stat.....  -5.741 
p.val......  9.4119e-09 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  643 


Estimate...  -0.26047 
AI SE......  0.12272 
T-stat.....  -2.1225 
p.val......  0.033793 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  19782 


Estimate...  -0.39766 
AI SE......  0.028677 
T-stat.....  -13.867 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.3976641


s: 497 

Estimate...  -0.43015 
AI SE......  0.071188 
T-stat.....  -6.0425 
p.val......  1.5174e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  649 


Estimate...  -0.4638 
AI SE......  0.11884 
T-stat.....  -3.9027 
p.val......  9.5121e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  631 


Estimate...  -0.38117 
AI SE......  0.066951 
T-stat.....  -5.6933 
p.val......  1.246e-08 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  665 


Estimate...  -0.59845 
AI SE......  0.15391 
T-stat.....  -3.8882 
p.val......  0.00010100 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  17536 


Estimate...  -0.40315 
AI SE......  0.028298 
T-stat.....  -14.247 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4031474


s: 498 

Estimate...  -0.41459 
AI SE......  0.073858 
T-stat.....  -5.6133 
p.val......  1.9848e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  643 


Estimate...  -0.65019 
AI SE......  0.12589 
T-stat.....  -5.1648 
p.val......  2.4064e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  598 


Estimate...  -0.4046 
AI SE......  0.06657 
T-stat.....  -6.0777 
p.val......  1.2189e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  695 


Estimate...  -0.71052 
AI SE......  0.15783 
T-stat.....  -4.5017 
p.val......  6.7403e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  19929 


Estimate...  -0.45296 
AI SE......  0.063392 
T-stat.....  -7.1454 
p.val......  8.9728e-13 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4529607


s: 499 

Estimate...  -0.41474 
AI SE......  0.07614 
T-stat.....  -5.447 
p.val......  5.122e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  649 


Estimate...  -0.40839 
AI SE......  0.12785 
T-stat.....  -3.1943 
p.val......  0.0014018 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  568 


Estimate...  -0.33112 
AI SE......  0.069172 
T-stat.....  -4.7869 
p.val......  1.6937e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  667 


Estimate...  -0.59863 
AI SE......  0.12712 
T-stat.....  -4.7094 
p.val......  2.4847e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  19481 


Estimate...  -0.39396 
AI SE......  0.037037 
T-stat.....  -10.637 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

          [,1]
[1,] -0.393959


s: 500 

Estimate...  -0.49493 
AI SE......  0.06692 
T-stat.....  -7.3959 
p.val......  1.4055e-13 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  650 


Estimate...  -0.44548 
AI SE......  0.14155 
T-stat.....  -3.1472 
p.val......  0.0016481 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  631 


Estimate...  -0.37887 
AI SE......  0.061778 
T-stat.....  -6.1328 
p.val......  8.6337e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  682 


Estimate...  -0.3876 
AI SE......  0.17773 
T-stat.....  -2.1808 
p.val......  0.029195 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  13399 


Estimate...  -0.45166 
AI SE......  0.051299 
T-stat.....  -8.8044 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4516584


s: 501 

Estimate...  -0.3763 
AI SE......  0.068637 
T-stat.....  -5.4824 
p.val......  4.1958e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  668 


Estimate...  -0.46315 
AI SE......  0.093059 
T-stat.....  -4.977 
p.val......  6.4585e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  597 


Estimate...  -0.36708 
AI SE......  0.059358 
T-stat.....  -6.1841 
p.val......  6.2443e-10 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  679 


Estimate...  -0.58505 
AI SE......  0.12148 
T-stat.....  -4.8158 
p.val......  1.4658e-06 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  20391 


Estimate...  -0.4258 
AI SE......  0.060055 
T-stat.....  -7.0902 
p.val......  1.3392e-12 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4257987


s: 502 

Estimate...  -0.50321 
AI SE......  0.069311 
T-stat.....  -7.2602 
p.val......  3.8658e-13 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  651 


Estimate...  -0.29586 
AI SE......  0.15710 
T-stat.....  -1.8832 
p.val......  0.059669 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  564 


Estimate...  -0.41512 
AI SE......  0.064893 
T-stat.....  -6.397 
p.val......  1.5849e-10 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  666 


Estimate...  -0.38952 
AI SE......  0.13966 
T-stat.....  -2.7890 
p.val......  0.0052864 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  23510 


Estimate...  -0.36929 
AI SE......  0.047919 
T-stat.....  -7.7065 
p.val......  1.2879e-14 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.3692922


s: 503 

Estimate...  -0.33683 
AI SE......  0.071736 
T-stat.....  -4.6955 
p.val......  2.6601e-06 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  644 


Estimate...  -0.43412 
AI SE......  0.13513 
T-stat.....  -3.2127 
p.val......  0.0013150 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  579 


Estimate...  -0.29210 
AI SE......  0.065097 
T-stat.....  -4.4871 
p.val......  7.2196e-06 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  672 


Estimate...  -0.50963 
AI SE......  0.12991 
T-stat.....  -3.9229 
p.val......  8.7485e-05 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  14982 


Estimate...  -0.39925 
AI SE......  0.053581 
T-stat.....  -7.4514 
p.val......  9.237e-14 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.3992512


s: 504 

Estimate...  -0.47475 
AI SE......  0.070297 
T-stat.....  -6.7535 
p.val......  1.4435e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  655 


Estimate...  -0.45841 
AI SE......  0.10628 
T-stat.....  -4.3134 
p.val......  1.6078e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  596 


Estimate...  -0.43704 
AI SE......  0.068652 
T-stat.....  -6.366 
p.val......  1.9408e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  648 


Estimate...  -0.34545 
AI SE......  0.15485 
T-stat.....  -2.2309 
p.val......  0.025686 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21674 


Estimate...  -0.37637 
AI SE......  0.054398 
T-stat.....  -6.9187 
p.val......  4.5586e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

          [,1]
[1,] -0.376365


s: 505 

Estimate...  -0.48457 
AI SE......  0.078384 
T-stat.....  -6.182 
p.val......  6.33e-10 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  672 


Estimate...  -0.48193 
AI SE......  0.12264 
T-stat.....  -3.9295 
p.val......  8.511e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  599 


Estimate...  -0.33715 
AI SE......  0.066915 
T-stat.....  -5.0385 
p.val......  4.6929e-07 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  711 


Estimate...  -0.49949 
AI SE......  0.15457 
T-stat.....  -3.2316 
p.val......  0.0012311 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  18492 


Estimate...  -0.439 
AI SE......  0.060464 
T-stat.....  -7.2605 
p.val......  3.8569e-13 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4390006


s: 506 

Estimate...  -0.39446 
AI SE......  0.07546 
T-stat.....  -5.2274 
p.val......  1.7191e-07 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  623 


Estimate...  -0.56498 
AI SE......  0.13331 
T-stat.....  -4.2382 
p.val......  2.2536e-05 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  594 


Estimate...  -0.40427 
AI SE......  0.064019 
T-stat.....  -6.3149 
p.val......  2.7038e-10 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  655 


Estimate...  -0.08666 
AI SE......  0.16921 
T-stat.....  -0.51214 
p.val......  0.60855 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  15555 


Estimate...  -0.40611 
AI SE......  0.051085 
T-stat.....  -7.9497 
p.val......  1.7764e-15 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.4061102


s: 507 

Estimate...  -0.39628 
AI SE......  0.07789 
T-stat.....  -5.0877 
p.val......  3.6238e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  631 


Estimate...  -0.53068 
AI SE......  0.11880 
T-stat.....  -4.4672 
p.val......  7.9256e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  557 


Estimate...  -0.32479 
AI SE......  0.067203 
T-stat.....  -4.833 
p.val......  1.3452e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  659 


Estimate...  -0.79892 
AI SE......  0.17451 
T-stat.....  -4.5782 
p.val......  4.6909e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  16941 


Estimate...  -0.3558 
AI SE......  0.026065 
T-stat.....  -13.650 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3557984


s: 508 

Estimate...  -0.34611 
AI SE......  0.082008 
T-stat.....  -4.2205 
p.val......  2.4376e-05 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  662 


Estimate...  -0.50202 
AI SE......  0.13137 
T-stat.....  -3.8215 
p.val......  0.00013267 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  594 


Estimate...  -0.3335 
AI SE......  0.066344 
T-stat.....  -5.0268 
p.val......  4.9871e-07 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  676 


Estimate...  -0.13427 
AI SE......  0.16309 
T-stat.....  -0.82324 
p.val......  0.41037 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  16367 


Estimate...  -0.36283 
AI SE......  0.045814 
T-stat.....  -7.9197 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

          [,1]
[1,] -0.362832


s: 509 

Estimate...  -0.38266 
AI SE......  0.069497 
T-stat.....  -5.506 
p.val......  3.6699e-08 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  670 


Estimate...  -0.3966 
AI SE......  0.11131 
T-stat.....  -3.563 
p.val......  0.0003666 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  590 


Estimate...  -0.3772 
AI SE......  0.059643 
T-stat.....  -6.3243 
p.val......  2.5433e-10 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  676 


Estimate...  -0.43242 
AI SE......  0.12836 
T-stat.....  -3.3688 
p.val......  0.00075491 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  19602 


Estimate...  -0.40443 
AI SE......  0.042766 
T-stat.....  -9.4569 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4044339


s: 510 

Estimate...  -0.44477 
AI SE......  0.084017 
T-stat.....  -5.2938 
p.val......  1.1980e-07 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  665 


Estimate...  -0.49059 
AI SE......  0.11894 
T-stat.....  -4.1248 
p.val......  3.7111e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  604 


Estimate...  -0.40372 
AI SE......  0.06931 
T-stat.....  -5.8248 
p.val......  5.7177e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  679 


Estimate...  -0.22378 
AI SE......  0.14232 
T-stat.....  -1.5724 
p.val......  0.11585 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  20305 


Estimate...  -0.39495 
AI SE......  0.058278 
T-stat.....  -6.7771 
p.val......  1.2264e-11 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3949524


s: 511 

Estimate...  -0.38797 
AI SE......  0.071559 
T-stat.....  -5.4216 
p.val......  5.9061e-08 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  602 


Estimate...  -0.46636 
AI SE......  0.11462 
T-stat.....  -4.0688 
p.val......  4.7264e-05 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  553 


Estimate...  -0.29425 
AI SE......  0.064603 
T-stat.....  -4.5547 
p.val......  5.2455e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  686 


Estimate...  -0.37719 
AI SE......  0.14787 
T-stat.....  -2.5507 
p.val......  0.010749 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  20686 


Estimate...  -0.41744 
AI SE......  0.046392 
T-stat.....  -8.9983 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4174432


s: 512 

Estimate...  -0.38888 
AI SE......  0.069122 
T-stat.....  -5.626 
p.val......  1.8447e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  623 


Estimate...  -0.43373 
AI SE......  0.092667 
T-stat.....  -4.6805 
p.val......  2.8615e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  585 


Estimate...  -0.28757 
AI SE......  0.058684 
T-stat.....  -4.9003 
p.val......  9.57e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  657 


Estimate...  -0.53828 
AI SE......  0.12958 
T-stat.....  -4.154 
p.val......  3.2666e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  19727 


Estimate...  -0.42386 
AI SE......  0.045945 
T-stat.....  -9.2252 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4238558


s: 513 

Estimate...  -0.46365 
AI SE......  0.076884 
T-stat.....  -6.0305 
p.val......  1.6346e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  637 


Estimate...  -0.45263 
AI SE......  0.12030 
T-stat.....  -3.7626 
p.val......  0.00016818 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  612 


Estimate...  -0.26983 
AI SE......  0.067559 
T-stat.....  -3.9941 
p.val......  6.4951e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  668 


Estimate...  -0.47102 
AI SE......  0.16002 
T-stat.....  -2.9435 
p.val......  0.0032454 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  17641 


Estimate...  -0.4085 
AI SE......  0.067092 
T-stat.....  -6.0886 
p.val......  1.1392e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.4084965


s: 514 

Estimate...  -0.32550 
AI SE......  0.076206 
T-stat.....  -4.2712 
p.val......  1.9438e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  697 


Estimate...  -0.44621 
AI SE......  0.11005 
T-stat.....  -4.0547 
p.val......  5.0189e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  598 


Estimate...  -0.44176 
AI SE......  0.068911 
T-stat.....  -6.4105 
p.val......  1.4501e-10 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  664 


Estimate...  -0.20263 
AI SE......  0.13459 
T-stat.....  -1.5056 
p.val......  0.13217 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  23200 


Estimate...  -0.35896 
AI SE......  0.059466 
T-stat.....  -6.0364 
p.val......  1.5763e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3589601


s: 515 

Estimate...  -0.37545 
AI SE......  0.07102 
T-stat.....  -5.2866 
p.val......  1.2464e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  631 


Estimate...  -0.41232 
AI SE......  0.15104 
T-stat.....  -2.7298 
p.val......  0.0063368 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  586 


Estimate...  -0.33073 
AI SE......  0.058698 
T-stat.....  -5.6345 
p.val......  1.7553e-08 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  649 


Estimate...  -0.26283 
AI SE......  0.15760 
T-stat.....  -1.6678 
p.val......  0.095365 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  18784 


Estimate...  -0.36921 
AI SE......  0.052701 
T-stat.....  -7.0057 
p.val......  2.4578e-12 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3692052


s: 516 

Estimate...  -0.29825 
AI SE......  0.083916 
T-stat.....  -3.5542 
p.val......  0.00037912 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  645 


Estimate...  -0.44638 
AI SE......  0.13735 
T-stat.....  -3.2500 
p.val......  0.0011539 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  579 


Estimate...  -0.36633 
AI SE......  0.064873 
T-stat.....  -5.6468 
p.val......  1.6342e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  648 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.25383 
AI SE......  0.044109 
T-stat.....  -5.7545 
p.val......  8.688e-09 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  248151 


Estimate...  -0.37116 
AI SE......  0.059566 
T-stat.....  -6.2311 
p.val......  4.6316e-10 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3711598


s: 517 

Estimate...  -0.37214 
AI SE......  0.066881 
T-stat.....  -5.5641 
p.val......  2.6344e-08 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  644 


Estimate...  -0.66203 
AI SE......  0.14977 
T-stat.....  -4.4203 
p.val......  9.8574e-06 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  605 


Estimate...  -0.34531 
AI SE......  0.060779 
T-stat.....  -5.6814 
p.val......  1.3363e-08 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  708 


Estimate...  -0.37241 
AI SE......  0.14541 
T-stat.....  -2.5611 
p.val......  0.010433 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  26638 


Estimate...  -0.40443 
AI SE......  0.050952 
T-stat.....  -7.9375 
p.val......  1.9984e-15 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.4044338


s: 518 

Estimate...  -0.38586 
AI SE......  0.070792 
T-stat.....  -5.4506 
p.val......  5.0191e-08 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  617 


Estimate...  -0.68504 
AI SE......  0.15232 
T-stat.....  -4.4973 
p.val......  6.8815e-06 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  578 


Estimate...  -0.3881 
AI SE......  0.065406 
T-stat.....  -5.9337 
p.val......  2.9615e-09 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  645 


Estimate...  -0.39669 
AI SE......  0.14287 
T-stat.....  -2.7766 
p.val......  0.0054925 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  18459 


Estimate...  -0.44008 
AI SE......  0.050928 
T-stat.....  -8.6412 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.4400804


s: 519 

Estimate...  -0.41486 
AI SE......  0.07186 
T-stat.....  -5.7731 
p.val......  7.7812e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  683 


Estimate...  -0.39399 
AI SE......  0.11399 
T-stat.....  -3.4563 
p.val......  0.00054767 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  619 


Estimate...  -0.36274 
AI SE......  0.061873 
T-stat.....  -5.8626 
p.val......  4.5555e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  701 


Estimate...  -0.093729 
AI SE......  0.16935 
T-stat.....  -0.55345 
p.val......  0.57995 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  15104 


Estimate...  -0.3436 
AI SE......  0.060088 
T-stat.....  -5.7183 
p.val......  1.0758e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3436014


s: 520 

Estimate...  -0.3897 
AI SE......  0.07247 
T-stat.....  -5.3774 
p.val......  7.5582e-08 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  670 


Estimate...  -0.4852 
AI SE......  0.11934 
T-stat.....  -4.0656 
p.val......  4.7907e-05 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  614 


Estimate...  -0.44391 
AI SE......  0.062314 
T-stat.....  -7.1237 
p.val......  1.0503e-12 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  705 


Estimate...  -0.29438 
AI SE......  0.12637 
T-stat.....  -2.3295 
p.val......  0.019831 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  17865 


Estimate...  -0.38821 
AI SE......  0.065273 
T-stat.....  -5.9476 
p.val......  2.7215e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3882136


s: 521 

Estimate...  -0.44228 
AI SE......  0.078568 
T-stat.....  -5.6293 
p.val......  1.8096e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  618 


Estimate...  -0.43442 
AI SE......  0.13145 
T-stat.....  -3.3048 
p.val......  0.0009504 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  584 


Estimate...  -0.3761 
AI SE......  0.062911 
T-stat.....  -5.9782 
p.val......  2.2562e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  646 


Estimate...  -0.40985 
AI SE......  0.1874 
T-stat.....  -2.187 
p.val......  0.028742 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  14093 


Estimate...  -0.40393 
AI SE......  0.044295 
T-stat.....  -9.1192 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4039348


s: 522 

Estimate...  -0.37816 
AI SE......  0.07476 
T-stat.....  -5.0583 
p.val......  4.2299e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  681 


Estimate...  -0.58786 
AI SE......  0.11016 
T-stat.....  -5.3366 
p.val......  9.4703e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  596 


Estimate...  -0.4283 
AI SE......  0.063947 
T-stat.....  -6.6978 
p.val......  2.1154e-11 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  647 


Estimate...  -0.49776 
AI SE......  0.12414 
T-stat.....  -4.0097 
p.val......  6.0785e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  18219 


Estimate...  -0.39604 
AI SE......  0.057481 
T-stat.....  -6.89 
p.val......  5.5804e-12 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3960404


s: 523 

Estimate...  -0.3692 
AI SE......  0.07084 
T-stat.....  -5.2118 
p.val......  1.8703e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  653 


Estimate...  -0.37792 
AI SE......  0.0992 
T-stat.....  -3.8097 
p.val......  0.00013916 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  594 


Estimate...  -0.32181 
AI SE......  0.068853 
T-stat.....  -4.6738 
p.val......  2.9562e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  669 


Estimate...  -0.27963 
AI SE......  0.18051 
T-stat.....  -1.5491 
p.val......  0.12135 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  16160 


Estimate...  -0.36883 
AI SE......  0.057361 
T-stat.....  -6.43 
p.val......  1.2764e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3688317


s: 524 

Estimate...  -0.45938 
AI SE......  0.07258 
T-stat.....  -6.3292 
p.val......  2.4637e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  658 


Estimate...  -0.49342 
AI SE......  0.13341 
T-stat.....  -3.6985 
p.val......  0.00021686 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  590 


Estimate...  -0.30866 
AI SE......  0.066039 
T-stat.....  -4.674 
p.val......  2.9545e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  690 


Estimate...  -0.55451 
AI SE......  0.18713 
T-stat.....  -2.9632 
p.val......  0.0030445 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  13382 


Estimate...  -0.41772 
AI SE......  0.069369 
T-stat.....  -6.0217 
p.val......  1.7261e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4177194


s: 525 

Estimate...  -0.47856 
AI SE......  0.066368 
T-stat.....  -7.2108 
p.val......  5.5644e-13 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  667 


Estimate...  -0.43188 
AI SE......  0.13285 
T-stat.....  -3.2510 
p.val......  0.0011501 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  588 


Estimate...  -0.37034 
AI SE......  0.060246 
T-stat.....  -6.1471 
p.val......  7.8918e-10 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  662 


Estimate...  -0.25034 
AI SE......  0.12464 
T-stat.....  -2.0084 
p.val......  0.044596 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  20817 


Estimate...  -0.39263 
AI SE......  0.043068 
T-stat.....  -9.1164 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.3926262


s: 526 

Estimate...  -0.31581 
AI SE......  0.068736 
T-stat.....  -4.5945 
p.val......  4.3383e-06 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  645 


Estimate...  -0.4983 
AI SE......  0.12201 
T-stat.....  -4.0842 
p.val......  4.4226e-05 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  574 


Estimate...  -0.45693 
AI SE......  0.057552 
T-stat.....  -7.9394 
p.val......  1.9984e-15 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  684 


Estimate...  -0.4389 
AI SE......  0.12730 
T-stat.....  -3.4477 
p.val......  0.00056546 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  20740 


Estimate...  -0.41101 
AI SE......  0.035832 
T-stat.....  -11.470 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4110059


s: 527 

Estimate...  -0.36203 
AI SE......  0.07561 
T-stat.....  -4.7881 
p.val......  1.6834e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  643 


Estimate...  -0.54575 
AI SE......  0.11984 
T-stat.....  -4.554 
p.val......  5.2626e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  638 


Estimate...  -0.30621 
AI SE......  0.066145 
T-stat.....  -4.6294 
p.val......  3.6678e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  694 


Estimate...  -0.38506 
AI SE......  0.12 
T-stat.....  -3.2088 
p.val......  0.0013329 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  23177 


Estimate...  -0.38735 
AI SE......  0.071418 
T-stat.....  -5.4237 
p.val......  5.8387e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3873471


s: 528 

Estimate...  -0.38032 
AI SE......  0.075004 
T-stat.....  -5.0706 
p.val......  3.9651e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  647 


Estimate...  -0.45599 
AI SE......  0.11203 
T-stat.....  -4.0703 
p.val......  4.6956e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  583 


Estimate...  -0.3088 
AI SE......  0.060192 
T-stat.....  -5.1303 
p.val......  2.8928e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  670 


Estimate...  -0.20374 
AI SE......  0.13194 
T-stat.....  -1.5442 
p.val......  0.12254 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  24393 


Estimate...  -0.39021 
AI SE......  0.064476 
T-stat.....  -6.0521 
p.val......  1.4300e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3902123


s: 529 

Estimate...  -0.4856 
AI SE......  0.073383 
T-stat.....  -6.6173 
p.val......  3.6575e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  632 


Estimate...  -0.39912 
AI SE......  0.1142 
T-stat.....  -3.4949 
p.val......  0.00047424 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  594 


Estimate...  -0.48981 
AI SE......  0.06886 
T-stat.....  -7.1132 
p.val......  1.1335e-12 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  672 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.22032 
AI SE......  0.045986 
T-stat.....  -4.791 
p.val......  1.6595e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  248319 


Estimate...  -0.377 
AI SE......  0.048344 
T-stat.....  -7.7983 
p.val......  6.2172e-15 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3770014


s: 530 

Estimate...  -0.36854 
AI SE......  0.069047 
T-stat.....  -5.3376 
p.val......  9.4178e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  641 


Estimate...  -0.45209 
AI SE......  0.11800 
T-stat.....  -3.8312 
p.val......  0.00012751 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  593 


Estimate...  -0.35879 
AI SE......  0.063535 
T-stat.....  -5.6472 
p.val......  1.6311e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  664 


Estimate...  -0.39973 
AI SE......  0.15300 
T-stat.....  -2.6127 
p.val......  0.0089836 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  18993 


Estimate...  -0.38089 
AI SE......  0.061197 
T-stat.....  -6.2241 
p.val......  4.8432e-10 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3808936


s: 531 

Estimate...  -0.42037 
AI SE......  0.067418 
T-stat.....  -6.2353 
p.val......  4.5087e-10 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  678 


Estimate...  -0.53575 
AI SE......  0.094354 
T-stat.....  -5.678 
p.val......  1.3625e-08 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  610 


Estimate...  -0.44117 
AI SE......  0.058077 
T-stat.....  -7.5962 
p.val......  3.042e-14 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  699 


Estimate...  -0.52857 
AI SE......  0.10610 
T-stat.....  -4.982 
p.val......  6.293e-07 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  27151 


Estimate...  -0.38337 
AI SE......  0.029722 
T-stat.....  -12.898 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.3833699


s: 532 

Estimate...  -0.41855 
AI SE......  0.085988 
T-stat.....  -4.8676 
p.val......  1.1296e-06 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  646 


Estimate...  -0.53337 
AI SE......  0.15338 
T-stat.....  -3.4774 
p.val......  0.00050622 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  594 


Estimate...  -0.34674 
AI SE......  0.071867 
T-stat.....  -4.8247 
p.val......  1.4019e-06 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  649 


Estimate...  -0.35515 
AI SE......  0.13459 
T-stat.....  -2.6388 
p.val......  0.008321 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  17648 


Estimate...  -0.38879 
AI SE......  0.048228 
T-stat.....  -8.0615 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3887933


s: 533 

Estimate...  -0.37784 
AI SE......  0.07172 
T-stat.....  -5.2683 
p.val......  1.3772e-07 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  682 


Estimate...  -0.45714 
AI SE......  0.12136 
T-stat.....  -3.7667 
p.val......  0.00016541 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  620 


Estimate...  -0.38265 
AI SE......  0.062317 
T-stat.....  -6.1404 
p.val......  8.2298e-10 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  663 


Estimate...  -0.5414 
AI SE......  0.12421 
T-stat.....  -4.3588 
p.val......  1.3077e-05 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  22376 


Estimate...  -0.39413 
AI SE......  0.051998 
T-stat.....  -7.5798 
p.val......  3.4639e-14 

Original number of observations..............  1000 
Original number of treated obs...............  501 
Matched number of observations...............  501 
Matched number of observations  (unweighted).  501 

           [,1]
[1,] -0.3941282


s: 534 

Estimate...  -0.45447 
AI SE......  0.072495 
T-stat.....  -6.2689 
p.val......  3.6355e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  642 


Estimate...  -0.46792 
AI SE......  0.15379 
T-stat.....  -3.0426 
p.val......  0.0023458 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  594 


Estimate...  -0.33157 
AI SE......  0.062998 
T-stat.....  -5.2632 
p.val......  1.4157e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  657 


Estimate...  -0.5571 
AI SE......  0.1448 
T-stat.....  -3.8474 
p.val......  0.00011938 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  18081 


Estimate...  -0.38053 
AI SE......  0.031999 
T-stat.....  -11.892 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3805332


s: 535 

Estimate...  -0.40499 
AI SE......  0.073634 
T-stat.....  -5.5 
p.val......  3.7969e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  684 


Estimate...  -0.35381 
AI SE......  0.16355 
T-stat.....  -2.1634 
p.val......  0.030512 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  621 


Estimate...  -0.39879 
AI SE......  0.072855 
T-stat.....  -5.4737 
p.val......  4.4067e-08 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  697 


Estimate...  -0.49926 
AI SE......  0.14065 
T-stat.....  -3.5497 
p.val......  0.00038561 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  18701 


Estimate...  -0.37898 
AI SE......  0.026890 
T-stat.....  -14.094 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  511 
Matched number of observations...............  511 
Matched number of observations  (unweighted).  511 

           [,1]
[1,] -0.3789764


s: 536 

Estimate...  -0.46728 
AI SE......  0.061472 
T-stat.....  -7.6015 
p.val......  2.931e-14 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  664 


Estimate...  -0.57956 
AI SE......  0.11181 
T-stat.....  -5.1834 
p.val......  2.1788e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  593 


Estimate...  -0.38141 
AI SE......  0.061433 
T-stat.....  -6.2086 
p.val......  5.3443e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  690 


Estimate...  -0.29353 
AI SE......  0.13508 
T-stat.....  -2.1730 
p.val......  0.029782 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  21694 


Estimate...  -0.40873 
AI SE......  0.052933 
T-stat.....  -7.7215 
p.val......  1.1546e-14 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.4087252


s: 537 

Estimate...  -0.43982 
AI SE......  0.072512 
T-stat.....  -6.0654 
p.val......  1.3159e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  651 


Estimate...  -0.40704 
AI SE......  0.14924 
T-stat.....  -2.7274 
p.val......  0.0063842 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  586 


Estimate...  -0.29872 
AI SE......  0.06244 
T-stat.....  -4.7841 
p.val......  1.7176e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  705 


Estimate...  -0.17188 
AI SE......  0.14864 
T-stat.....  -1.1563 
p.val......  0.24755 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  18792 


Estimate...  -0.40909 
AI SE......  0.037494 
T-stat.....  -10.911 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4090879


s: 538 

Estimate...  -0.44122 
AI SE......  0.072361 
T-stat.....  -6.0975 
p.val......  1.0777e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  635 


Estimate...  -0.34024 
AI SE......  0.11167 
T-stat.....  -3.0468 
p.val......  0.0023129 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  584 


Estimate...  -0.3322 
AI SE......  0.065513 
T-stat.....  -5.0707 
p.val......  3.9626e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  682 


Estimate...  -0.36796 
AI SE......  0.15734 
T-stat.....  -2.3386 
p.val......  0.019358 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  21875 


Estimate...  -0.4036 
AI SE......  0.039244 
T-stat.....  -10.284 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4035988


s: 539 

Estimate...  -0.42915 
AI SE......  0.08125 
T-stat.....  -5.2818 
p.val......  1.2791e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  626 


Estimate...  -0.46425 
AI SE......  0.11528 
T-stat.....  -4.0271 
p.val......  5.6478e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  564 


Estimate...  -0.29638 
AI SE......  0.067964 
T-stat.....  -4.3609 
p.val......  1.2954e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  640 


Estimate...  -0.3321 
AI SE......  0.16362 
T-stat.....  -2.0297 
p.val......  0.042388 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  17607 


Estimate...  -0.38494 
AI SE......  0.031181 
T-stat.....  -12.345 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3849361


s: 540 

Estimate...  -0.3816 
AI SE......  0.0673 
T-stat.....  -5.6702 
p.val......  1.4266e-08 

Original number of observations..............  1000 
Original number of treated obs...............  435 
Matched number of observations...............  435 
Matched number of observations  (unweighted).  668 


Estimate...  -0.49656 
AI SE......  0.10372 
T-stat.....  -4.7876 
p.val......  1.6880e-06 

Original number of observations..............  1000 
Original number of treated obs...............  435 
Matched number of observations...............  435 
Matched number of observations  (unweighted).  613 


Estimate...  -0.38503 
AI SE......  0.061583 
T-stat.....  -6.2522 
p.val......  4.0467e-10 

Original number of observations..............  1000 
Original number of treated obs...............  435 
Matched number of observations...............  435 
Matched number of observations  (unweighted).  706 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.2438 
AI SE......  0.046167 
T-stat.....  -5.2808 
p.val......  1.2862e-07 

Original number of observations..............  1000 
Original number of treated obs...............  435 
Matched number of observations...............  435 
Matched number of observations  (unweighted).  245775 


Estimate...  -0.38201 
AI SE......  0.040592 
T-stat.....  -9.4108 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  435 
Matched number of observations...............  435 
Matched number of observations  (unweighted).  435 

           [,1]
[1,] -0.3820073


s: 541 

Estimate...  -0.43815 
AI SE......  0.07286 
T-stat.....  -6.0135 
p.val......  1.8156e-09 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  681 


Estimate...  -0.3551 
AI SE......  0.12249 
T-stat.....  -2.8991 
p.val......  0.0037429 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  598 


Estimate...  -0.32442 
AI SE......  0.067988 
T-stat.....  -4.7718 
p.val......  1.8262e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  670 


Estimate...  -0.29839 
AI SE......  0.13436 
T-stat.....  -2.2208 
p.val......  0.026363 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  19094 


Estimate...  -0.41217 
AI SE......  0.051661 
T-stat.....  -7.9784 
p.val......  1.5543e-15 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4121661


s: 542 

Estimate...  -0.38461 
AI SE......  0.075167 
T-stat.....  -5.1168 
p.val......  3.1073e-07 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  687 


Estimate...  -0.31842 
AI SE......  0.13328 
T-stat.....  -2.3892 
p.val......  0.016886 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  601 


Estimate...  -0.32639 
AI SE......  0.07044 
T-stat.....  -4.6335 
p.val......  3.595e-06 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  686 


Estimate...  -0.22593 
AI SE......  0.13195 
T-stat.....  -1.7122 
p.val......  0.086862 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  23087 


Estimate...  -0.39588 
AI SE......  0.055451 
T-stat.....  -7.1394 
p.val......  9.377e-13 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

          [,1]
[1,] -0.395884


s: 543 

Estimate...  -0.44163 
AI SE......  0.069914 
T-stat.....  -6.3168 
p.val......  2.6696e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  671 


Estimate...  -0.52194 
AI SE......  0.10401 
T-stat.....  -5.0181 
p.val......  5.2193e-07 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  609 


Estimate...  -0.36148 
AI SE......  0.061958 
T-stat.....  -5.8342 
p.val......  5.4047e-09 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  699 


Estimate...  -0.47386 
AI SE......  0.12616 
T-stat.....  -3.756 
p.val......  0.00017266 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  19278 


Estimate...  -0.39907 
AI SE......  0.044637 
T-stat.....  -8.9403 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3990683


s: 544 

Estimate...  -0.38558 
AI SE......  0.061326 
T-stat.....  -6.2874 
p.val......  3.2282e-10 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  667 


Estimate...  -0.54413 
AI SE......  0.10161 
T-stat.....  -5.355 
p.val......  8.5574e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  592 


Estimate...  -0.3174 
AI SE......  0.058473 
T-stat.....  -5.4282 
p.val......  5.6935e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  670 


Estimate...  -0.26210 
AI SE......  0.14731 
T-stat.....  -1.7792 
p.val......  0.0752 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  15326 


Estimate...  -0.40348 
AI SE......  0.061873 
T-stat.....  -6.521 
p.val......  6.9839e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4034772


s: 545 

Estimate...  -0.41637 
AI SE......  0.068888 
T-stat.....  -6.0442 
p.val......  1.5011e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  653 


Estimate...  -0.43602 
AI SE......  0.10594 
T-stat.....  -4.1156 
p.val......  3.8622e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  608 


Estimate...  -0.304 
AI SE......  0.066472 
T-stat.....  -4.5733 
p.val......  4.8005e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  635 


Estimate...  -0.43653 
AI SE......  0.14582 
T-stat.....  -2.9936 
p.val......  0.0027568 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21693 


Estimate...  -0.33929 
AI SE......  0.055581 
T-stat.....  -6.1044 
p.val......  1.0320e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

          [,1]
[1,] -0.339288


s: 546 

Estimate...  -0.37266 
AI SE......  0.069479 
T-stat.....  -5.3637 
p.val......  8.1549e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  653 


Estimate...  -0.43019 
AI SE......  0.15770 
T-stat.....  -2.7279 
p.val......  0.0063745 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  550 


Estimate...  -0.36618 
AI SE......  0.066084 
T-stat.....  -5.541 
p.val......  3.0067e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  630 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.23524 
AI SE......  0.044047 
T-stat.....  -5.3408 
p.val......  9.2555e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  246864 


Estimate...  -0.35584 
AI SE......  0.047359 
T-stat.....  -7.5137 
p.val......  5.751e-14 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.3558446


s: 547 

Estimate...  -0.44435 
AI SE......  0.072492 
T-stat.....  -6.1296 
p.val......  8.8088e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  657 


Estimate...  -0.48016 
AI SE......  0.096387 
T-stat.....  -4.9815 
p.val......  6.3085e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  594 


Estimate...  -0.36403 
AI SE......  0.057715 
T-stat.....  -6.3074 
p.val......  2.8374e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  646 


Estimate...  -0.41238 
AI SE......  0.13739 
T-stat.....  -3.0016 
p.val......  0.002686 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  18474 


Estimate...  -0.38515 
AI SE......  0.019359 
T-stat.....  -19.895 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3851472


s: 548 

Estimate...  -0.43952 
AI SE......  0.069098 
T-stat.....  -6.3608 
p.val......  2.0067e-10 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  624 


Estimate...  -0.42482 
AI SE......  0.13015 
T-stat.....  -3.264 
p.val......  0.0010986 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  566 


Estimate...  -0.39337 
AI SE......  0.07327 
T-stat.....  -5.3688 
p.val......  7.925e-08 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  667 


Estimate...  -0.10143 
AI SE......  0.15245 
T-stat.....  -0.66533 
p.val......  0.50584 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  17161 


Estimate...  -0.37845 
AI SE......  0.039508 
T-stat.....  -9.5789 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  433 

          [,1]
[1,] -0.378448


s: 549 

Estimate...  -0.37111 
AI SE......  0.073443 
T-stat.....  -5.053 
p.val......  4.3499e-07 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  644 


Estimate...  -0.45518 
AI SE......  0.14752 
T-stat.....  -3.0855 
p.val......  0.0020318 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  554 


Estimate...  -0.40493 
AI SE......  0.072173 
T-stat.....  -5.6105 
p.val......  2.0174e-08 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  653 


Estimate...  -0.44148 
AI SE......  0.14548 
T-stat.....  -3.0346 
p.val......  0.0024082 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  24053 


Estimate...  -0.40584 
AI SE......  0.056725 
T-stat.....  -7.1546 
p.val......  8.3933e-13 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.4058411


s: 550 

Estimate...  -0.33984 
AI SE......  0.074508 
T-stat.....  -4.5612 
p.val......  5.087e-06 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  640 


Estimate...  -0.56429 
AI SE......  0.12073 
T-stat.....  -4.674 
p.val......  2.9538e-06 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  577 


Estimate...  -0.3496 
AI SE......  0.070656 
T-stat.....  -4.9479 
p.val......  7.5027e-07 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  666 


Estimate...  -0.36467 
AI SE......  0.14077 
T-stat.....  -2.5905 
p.val......  0.0095848 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  23680 


Estimate...  -0.37652 
AI SE......  0.034424 
T-stat.....  -10.938 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  440 

           [,1]
[1,] -0.3765154


s: 551 

Estimate...  -0.34205 
AI SE......  0.071231 
T-stat.....  -4.802 
p.val......  1.5712e-06 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  663 


Estimate...  -0.47181 
AI SE......  0.11932 
T-stat.....  -3.9543 
p.val......  7.6746e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  615 


Estimate...  -0.34498 
AI SE......  0.062501 
T-stat.....  -5.5195 
p.val......  3.3996e-08 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  687 


Estimate...  -0.15846 
AI SE......  0.13960 
T-stat.....  -1.1351 
p.val......  0.25635 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  20107 


Estimate...  -0.43137 
AI SE......  0.06217 
T-stat.....  -6.9385 
p.val......  3.9631e-12 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4313655


s: 552 

Estimate...  -0.39121 
AI SE......  0.069555 
T-stat.....  -5.6244 
p.val......  1.8614e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  652 


Estimate...  -0.57284 
AI SE......  0.14232 
T-stat.....  -4.0249 
p.val......  5.6992e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  559 


Estimate...  -0.38264 
AI SE......  0.065143 
T-stat.....  -5.8738 
p.val......  4.2586e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  670 


Estimate...  -0.28388 
AI SE......  0.13667 
T-stat.....  -2.0772 
p.val......  0.037785 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  18403 


Estimate...  -0.41723 
AI SE......  0.047244 
T-stat.....  -8.8314 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4172289


s: 553 

Estimate...  -0.52829 
AI SE......  0.074466 
T-stat.....  -7.0943 
p.val......  1.3003e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  627 


Estimate...  -0.55402 
AI SE......  0.12574 
T-stat.....  -4.4062 
p.val......  1.0522e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  598 


Estimate...  -0.40635 
AI SE......  0.069473 
T-stat.....  -5.8491 
p.val......  4.9434e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  696 


Estimate...  -0.43861 
AI SE......  0.15197 
T-stat.....  -2.8862 
p.val......  0.0038992 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  17955 


Estimate...  -0.39533 
AI SE......  0.028304 
T-stat.....  -13.967 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3953253


s: 554 

Estimate...  -0.37159 
AI SE......  0.06555 
T-stat.....  -5.6688 
p.val......  1.4384e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  658 


Estimate...  -0.48157 
AI SE......  0.1111 
T-stat.....  -4.3346 
p.val......  1.4602e-05 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  620 


Estimate...  -0.49993 
AI SE......  0.060763 
T-stat.....  -8.2275 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  692 


Estimate...  -0.30398 
AI SE......  0.14494 
T-stat.....  -2.0972 
p.val......  0.035973 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  19527 


Estimate...  -0.39919 
AI SE......  0.042229 
T-stat.....  -9.4528 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3991854


s: 555 

Estimate...  -0.4033 
AI SE......  0.071203 
T-stat.....  -5.6641 
p.val......  1.4778e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  629 


Estimate...  -0.47841 
AI SE......  0.16398 
T-stat.....  -2.9176 
p.val......  0.0035276 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  566 


Estimate...  -0.34666 
AI SE......  0.060693 
T-stat.....  -5.7118 
p.val......  1.1181e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  665 


Estimate...  -0.14499 
AI SE......  0.15523 
T-stat.....  -0.934 
p.val......  0.35030 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  14294 


Estimate...  -0.37503 
AI SE......  0.04108 
T-stat.....  -9.1293 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3750324


s: 556 

Estimate...  -0.35846 
AI SE......  0.07711 
T-stat.....  -4.6487 
p.val......  3.3405e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  656 


Estimate...  -0.46733 
AI SE......  0.12351 
T-stat.....  -3.7837 
p.val......  0.00015453 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  592 


Estimate...  -0.32426 
AI SE......  0.064719 
T-stat.....  -5.0103 
p.val......  5.4348e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  677 


Estimate...  -0.63864 
AI SE......  0.13796 
T-stat.....  -4.6293 
p.val......  3.6688e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  21060 


Estimate...  -0.42382 
AI SE......  0.04545 
T-stat.....  -9.325 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4238221


s: 557 

Estimate...  -0.42274 
AI SE......  0.071959 
T-stat.....  -5.8748 
p.val......  4.2341e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  657 


Estimate...  -0.42823 
AI SE......  0.15089 
T-stat.....  -2.8380 
p.val......  0.0045391 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  598 


Estimate...  -0.33894 
AI SE......  0.063187 
T-stat.....  -5.364 
p.val......  8.1388e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  662 


Estimate...  -0.3401 
AI SE......  0.13299 
T-stat.....  -2.5574 
p.val......  0.010547 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  25465 


Estimate...  -0.42075 
AI SE......  0.043062 
T-stat.....  -9.7707 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4207513


s: 558 

Estimate...  -0.47952 
AI SE......  0.067144 
T-stat.....  -7.1416 
p.val......  9.2237e-13 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  625 


Estimate...  -0.38282 
AI SE......  0.14931 
T-stat.....  -2.564 
p.val......  0.010347 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  615 


Estimate...  -0.36772 
AI SE......  0.061077 
T-stat.....  -6.0206 
p.val......  1.7377e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  641 


Estimate...  -0.44259 
AI SE......  0.14875 
T-stat.....  -2.9753 
p.val......  0.0029268 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  17680 


Estimate...  -0.40246 
AI SE......  0.042468 
T-stat.....  -9.4768 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4024638


s: 559 

Estimate...  -0.36143 
AI SE......  0.073752 
T-stat.....  -4.9006 
p.val......  9.5564e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  650 


Estimate...  -0.58331 
AI SE......  0.10385 
T-stat.....  -5.617 
p.val......  1.9433e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  610 


Estimate...  -0.32998 
AI SE......  0.061392 
T-stat.....  -5.375 
p.val......  7.6605e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  694 


Estimate...  -0.41817 
AI SE......  0.14711 
T-stat.....  -2.8425 
p.val......  0.0044755 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18922 


Estimate...  -0.45941 
AI SE......  0.053595 
T-stat.....  -8.5718 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4594085


s: 560 

Estimate...  -0.38866 
AI SE......  0.07794 
T-stat.....  -4.9867 
p.val......  6.1419e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  640 


Estimate...  -0.5767 
AI SE......  0.12841 
T-stat.....  -4.4911 
p.val......  7.085e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  604 


Estimate...  -0.39987 
AI SE......  0.060237 
T-stat.....  -6.6383 
p.val......  3.1733e-11 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  663 


Estimate...  -0.39774 
AI SE......  0.16065 
T-stat.....  -2.4758 
p.val......  0.013295 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  21352 


Estimate...  -0.42853 
AI SE......  0.062684 
T-stat.....  -6.8364 
p.val......  8.1228e-12 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4285329


s: 561 

Estimate...  -0.49234 
AI SE......  0.072325 
T-stat.....  -6.8073 
p.val......  9.9443e-12 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  649 


Estimate...  -0.4084 
AI SE......  0.15954 
T-stat.....  -2.5598 
p.val......  0.010474 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  599 


Estimate...  -0.39753 
AI SE......  0.063316 
T-stat.....  -6.2785 
p.val......  3.4176e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  694 


Estimate...  -0.32117 
AI SE......  0.12008 
T-stat.....  -2.6746 
p.val......  0.0074815 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  20794 


Estimate...  -0.37305 
AI SE......  0.028615 
T-stat.....  -13.037 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3730457


s: 562 

Estimate...  -0.34525 
AI SE......  0.074413 
T-stat.....  -4.6397 
p.val......  3.4886e-06 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  651 


Estimate...  -0.59846 
AI SE......  0.14151 
T-stat.....  -4.2291 
p.val......  2.3465e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  607 


Estimate...  -0.41108 
AI SE......  0.064709 
T-stat.....  -6.3527 
p.val......  2.1159e-10 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  659 


Estimate...  -0.47527 
AI SE......  0.19516 
T-stat.....  -2.4353 
p.val......  0.014881 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  20840 


Estimate...  -0.39104 
AI SE......  0.024127 
T-stat.....  -16.207 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3910378


s: 563 

Estimate...  -0.41348 
AI SE......  0.070889 
T-stat.....  -5.8328 
p.val......  5.4508e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  652 


Estimate...  -0.56213 
AI SE......  0.16249 
T-stat.....  -3.4595 
p.val......  0.00054123 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  584 


Estimate...  -0.4162 
AI SE......  0.063603 
T-stat.....  -6.5437 
p.val......  5.9999e-11 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  679 


Estimate...  -0.40808 
AI SE......  0.14554 
T-stat.....  -2.8038 
p.val......  0.00505 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  14283 


Estimate...  -0.41394 
AI SE......  0.065454 
T-stat.....  -6.3242 
p.val......  2.5462e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4139439


s: 564 

Estimate...  -0.40124 
AI SE......  0.073592 
T-stat.....  -5.4522 
p.val......  4.9762e-08 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  637 


Estimate...  -0.44261 
AI SE......  0.13429 
T-stat.....  -3.296 
p.val......  0.00098079 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  601 


Estimate...  -0.3335 
AI SE......  0.061116 
T-stat.....  -5.4568 
p.val......  4.8474e-08 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  684 


Estimate...  -0.32481 
AI SE......  0.14024 
T-stat.....  -2.316 
p.val......  0.020557 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  18523 


Estimate...  -0.36455 
AI SE......  0.034364 
T-stat.....  -10.609 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.3645533


s: 565 

Estimate...  -0.43346 
AI SE......  0.070045 
T-stat.....  -6.1884 
p.val......  6.0792e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  630 


Estimate...  -0.28641 
AI SE......  0.12122 
T-stat.....  -2.3627 
p.val......  0.018143 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  577 


Estimate...  -0.28586 
AI SE......  0.069922 
T-stat.....  -4.0882 
p.val......  4.3465e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  635 


Estimate...  -0.28001 
AI SE......  0.13986 
T-stat.....  -2.0021 
p.val......  0.04527 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  18514 


Estimate...  -0.35317 
AI SE......  0.061674 
T-stat.....  -5.7264 
p.val......  1.0258e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3531682


s: 566 

Estimate...  -0.48649 
AI SE......  0.064778 
T-stat.....  -7.5101 
p.val......  5.9064e-14 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  651 


Estimate...  -0.43241 
AI SE......  0.13719 
T-stat.....  -3.152 
p.val......  0.0016215 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  607 


Estimate...  -0.38755 
AI SE......  0.067262 
T-stat.....  -5.7618 
p.val......  8.3227e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  650 


Estimate...  -0.20779 
AI SE......  0.11050 
T-stat.....  -1.8804 
p.val......  0.060054 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  23255 


Estimate...  -0.41062 
AI SE......  0.040951 
T-stat.....  -10.027 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4106158


s: 567 

Estimate...  -0.31299 
AI SE......  0.076423 
T-stat.....  -4.0955 
p.val......  4.2121e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  639 


Estimate...  -0.52302 
AI SE......  0.11436 
T-stat.....  -4.5734 
p.val......  4.7988e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  571 


Estimate...  -0.41197 
AI SE......  0.069947 
T-stat.....  -5.8897 
p.val......  3.8691e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  673 


Estimate...  -0.50284 
AI SE......  0.15562 
T-stat.....  -3.2312 
p.val......  0.0012327 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  22395 


Estimate...  -0.36544 
AI SE......  0.059833 
T-stat.....  -6.1077 
p.val......  1.0109e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3654404


s: 568 

Estimate...  -0.32728 
AI SE......  0.068234 
T-stat.....  -4.7964 
p.val......  1.6154e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  660 


Estimate...  -0.75109 
AI SE......  0.12507 
T-stat.....  -6.0053 
p.val......  1.9098e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  601 


Estimate...  -0.31503 
AI SE......  0.060311 
T-stat.....  -5.2235 
p.val......  1.7561e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  695 


Estimate...  -0.35803 
AI SE......  0.17731 
T-stat.....  -2.0192 
p.val......  0.043469 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  15572 


Estimate...  -0.37507 
AI SE......  0.057427 
T-stat.....  -6.5312 
p.val......  6.5226e-11 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3750683


s: 569 

Estimate...  -0.48791 
AI SE......  0.070758 
T-stat.....  -6.8955 
p.val......  5.3675e-12 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  628 


Estimate...  -0.62907 
AI SE......  0.15783 
T-stat.....  -3.9858 
p.val......  6.7263e-05 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  583 


Estimate...  -0.40117 
AI SE......  0.064036 
T-stat.....  -6.2648 
p.val......  3.7321e-10 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  656 


Estimate...  -0.34145 
AI SE......  0.14248 
T-stat.....  -2.3965 
p.val......  0.016553 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  18711 


Estimate...  -0.42733 
AI SE......  0.044643 
T-stat.....  -9.5723 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.4273344


s: 570 

Estimate...  -0.54697 
AI SE......  0.073602 
T-stat.....  -7.4314 
p.val......  1.0747e-13 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  638 


Estimate...  -0.49192 
AI SE......  0.14193 
T-stat.....  -3.4659 
p.val......  0.00052851 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  587 


Estimate...  -0.37847 
AI SE......  0.078018 
T-stat.....  -4.8511 
p.val......  1.2277e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  666 


Estimate...  -0.4651 
AI SE......  0.22008 
T-stat.....  -2.1133 
p.val......  0.034577 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  15076 


Estimate...  -0.40768 
AI SE......  0.068916 
T-stat.....  -5.9155 
p.val......  3.3081e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4076758


s: 571 

Estimate...  -0.39847 
AI SE......  0.0728 
T-stat.....  -5.4735 
p.val......  4.4134e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  670 


Estimate...  -0.28146 
AI SE......  0.11248 
T-stat.....  -2.5023 
p.val......  0.012340 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  601 


Estimate...  -0.41022 
AI SE......  0.06919 
T-stat.....  -5.9289 
p.val......  3.0493e-09 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  684 


Estimate...  -0.45238 
AI SE......  0.13155 
T-stat.....  -3.4390 
p.val......  0.00058396 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  25875 


Estimate...  -0.41089 
AI SE......  0.037941 
T-stat.....  -10.830 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.4108921


s: 572 

Estimate...  -0.36574 
AI SE......  0.075805 
T-stat.....  -4.8248 
p.val......  1.4018e-06 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  664 


Estimate...  -0.4983 
AI SE......  0.11483 
T-stat.....  -4.3396 
p.val......  1.4274e-05 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  568 


Estimate...  -0.41591 
AI SE......  0.063811 
T-stat.....  -6.5178 
p.val......  7.1353e-11 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  655 


Estimate...  -0.61762 
AI SE......  0.17520 
T-stat.....  -3.5253 
p.val......  0.000423 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  23496 


Estimate...  -0.40242 
AI SE......  0.053398 
T-stat.....  -7.5362 
p.val......  4.8406e-14 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.4024187


s: 573 

Estimate...  -0.47101 
AI SE......  0.074819 
T-stat.....  -6.2954 
p.val......  3.0670e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  660 


Estimate...  -0.53152 
AI SE......  0.18743 
T-stat.....  -2.8358 
p.val......  0.0045709 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  598 


Estimate...  -0.34529 
AI SE......  0.067654 
T-stat.....  -5.1038 
p.val......  3.3292e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  681 


Estimate...  -0.50821 
AI SE......  0.16412 
T-stat.....  -3.0965 
p.val......  0.0019579 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  24693 


Estimate...  -0.44218 
AI SE......  0.063142 
T-stat.....  -7.0029 
p.val......  2.5073e-12 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4421787


s: 574 

Estimate...  -0.4284 
AI SE......  0.07104 
T-stat.....  -6.0304 
p.val......  1.6353e-09 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  626 


Estimate...  -0.40218 
AI SE......  0.12034 
T-stat.....  -3.342 
p.val......  0.00083182 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  600 


Estimate...  -0.43764 
AI SE......  0.069417 
T-stat.....  -6.3045 
p.val......  2.8914e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  670 


Estimate...  -0.42055 
AI SE......  0.14697 
T-stat.....  -2.8616 
p.val......  0.0042152 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  19372 


Estimate...  -0.40018 
AI SE......  0.050526 
T-stat.....  -7.9203 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4001803


s: 575 

Estimate...  -0.4321 
AI SE......  0.072229 
T-stat.....  -5.9824 
p.val......  2.1985e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  641 


Estimate...  -0.38529 
AI SE......  0.13304 
T-stat.....  -2.8962 
p.val......  0.0037777 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  574 


Estimate...  -0.44407 
AI SE......  0.0634 
T-stat.....  -7.0044 
p.val......  2.4811e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  658 


Estimate...  -0.43064 
AI SE......  0.16137 
T-stat.....  -2.6687 
p.val......  0.0076149 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  15644 


Estimate...  -0.41582 
AI SE......  0.056892 
T-stat.....  -7.309 
p.val......  2.6912e-13 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4158241


s: 576 

Estimate...  -0.44447 
AI SE......  0.075504 
T-stat.....  -5.8868 
p.val......  3.9381e-09 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  640 


Estimate...  -0.46537 
AI SE......  0.15737 
T-stat.....  -2.9573 
p.val......  0.0031039 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  582 


Estimate...  -0.45387 
AI SE......  0.063777 
T-stat.....  -7.1166 
p.val......  1.1064e-12 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  667 


Estimate...  -0.27031 
AI SE......  0.12684 
T-stat.....  -2.1311 
p.val......  0.033083 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  18650 


Estimate...  -0.39669 
AI SE......  0.056548 
T-stat.....  -7.0152 
p.val......  2.2968e-12 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

          [,1]
[1,] -0.396692


s: 577 

Estimate...  -0.40538 
AI SE......  0.077957 
T-stat.....  -5.2001 
p.val......  1.9914e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  666 


Estimate...  -0.15466 
AI SE......  0.15265 
T-stat.....  -1.0131 
p.val......  0.31099 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  594 


Estimate...  -0.27774 
AI SE......  0.066937 
T-stat.....  -4.1494 
p.val......  3.334e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  692 


Estimate...  -0.48846 
AI SE......  0.16327 
T-stat.....  -2.9916 
p.val......  0.0027748 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  20009 


Estimate...  -0.47931 
AI SE......  0.061681 
T-stat.....  -7.7707 
p.val......  7.7716e-15 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4793067


s: 578 

Estimate...  -0.4006 
AI SE......  0.075099 
T-stat.....  -5.3343 
p.val......  9.591e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  635 


Estimate...  -0.57623 
AI SE......  0.12699 
T-stat.....  -4.5375 
p.val......  5.6929e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  603 


Estimate...  -0.42225 
AI SE......  0.067632 
T-stat.....  -6.2434 
p.val......  4.2826e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  695 


Estimate...  -0.21937 
AI SE......  0.11694 
T-stat.....  -1.8759 
p.val......  0.06067 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  25826 


Estimate...  -0.38224 
AI SE......  0.063595 
T-stat.....  -6.0105 
p.val......  1.8493e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3822362


s: 579 

Estimate...  -0.37450 
AI SE......  0.083572 
T-stat.....  -4.4812 
p.val......  7.421e-06 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  655 


Estimate...  -0.6208 
AI SE......  0.17923 
T-stat.....  -3.4637 
p.val......  0.00053276 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  596 


Estimate...  -0.44803 
AI SE......  0.073499 
T-stat.....  -6.0957 
p.val......  1.0897e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  658 


Estimate...  -0.68506 
AI SE......  0.15641 
T-stat.....  -4.3798 
p.val......  1.1880e-05 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  19297 


Estimate...  -0.39943 
AI SE......  0.026676 
T-stat.....  -14.974 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3994304


s: 580 

Estimate...  -0.40031 
AI SE......  0.075754 
T-stat.....  -5.2844 
p.val......  1.2615e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  673 


Estimate...  -0.48698 
AI SE......  0.11824 
T-stat.....  -4.1186 
p.val......  3.8124e-05 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  592 


Estimate...  -0.50623 
AI SE......  0.061933 
T-stat.....  -8.1738 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  678 


Estimate...  -0.31381 
AI SE......  0.13084 
T-stat.....  -2.3984 
p.val......  0.016467 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  22765 


Estimate...  -0.41518 
AI SE......  0.058354 
T-stat.....  -7.1149 
p.val......  1.1202e-12 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4151841


s: 581 

Estimate...  -0.36532 
AI SE......  0.085115 
T-stat.....  -4.292 
p.val......  1.7705e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  633 


Estimate...  -0.422 
AI SE......  0.12124 
T-stat.....  -3.4807 
p.val......  0.00050007 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  607 


Estimate...  -0.40462 
AI SE......  0.064119 
T-stat.....  -6.3105 
p.val......  2.7822e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  677 


Estimate...  -0.64639 
AI SE......  0.12083 
T-stat.....  -5.3495 
p.val......  8.8194e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  25990 


Estimate...  -0.4035 
AI SE......  0.061278 
T-stat.....  -6.5848 
p.val......  4.5551e-11 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

          [,1]
[1,] -0.403501


s: 582 

Estimate...  -0.36008 
AI SE......  0.064573 
T-stat.....  -5.5763 
p.val......  2.4567e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  647 


Estimate...  -0.57919 
AI SE......  0.14129 
T-stat.....  -4.0992 
p.val......  4.1464e-05 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  600 


Estimate...  -0.35025 
AI SE......  0.064969 
T-stat.....  -5.3911 
p.val......  7.0038e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  657 


Estimate...  -0.57112 
AI SE......  0.19160 
T-stat.....  -2.9807 
p.val......  0.0028756 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  20669 


Estimate...  -0.44075 
AI SE......  0.050056 
T-stat.....  -8.805 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

          [,1]
[1,] -0.440746


s: 583 

Estimate...  -0.54722 
AI SE......  0.079909 
T-stat.....  -6.8481 
p.val......  7.4829e-12 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  608 


Estimate...  -0.45525 
AI SE......  0.14042 
T-stat.....  -3.2421 
p.val......  0.0011867 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  551 


Estimate...  -0.38523 
AI SE......  0.065179 
T-stat.....  -5.9103 
p.val......  3.4138e-09 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  651 


Estimate...  -0.50778 
AI SE......  0.16378 
T-stat.....  -3.1004 
p.val......  0.0019323 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  15392 


Estimate...  -0.47077 
AI SE......  0.069985 
T-stat.....  -6.7268 
p.val......  1.7347e-11 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4707699


s: 584 

Estimate...  -0.43289 
AI SE......  0.067862 
T-stat.....  -6.379 
p.val......  1.7831e-10 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  617 


Estimate...  -0.50166 
AI SE......  0.13376 
T-stat.....  -3.7504 
p.val......  0.00017652 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  541 


Estimate...  -0.36901 
AI SE......  0.068952 
T-stat.....  -5.3517 
p.val......  8.7135e-08 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  674 


Estimate...  -0.16826 
AI SE......  0.15942 
T-stat.....  -1.0554 
p.val......  0.29125 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  21764 


Estimate...  -0.41063 
AI SE......  0.049191 
T-stat.....  -8.3476 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.4106251


s: 585 

Estimate...  -0.38238 
AI SE......  0.068031 
T-stat.....  -5.6207 
p.val......  1.9018e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  658 


Estimate...  -0.3729 
AI SE......  0.11297 
T-stat.....  -3.3008 
p.val......  0.0009641 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  597 


Estimate...  -0.31614 
AI SE......  0.064763 
T-stat.....  -4.8814 
p.val......  1.0532e-06 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  696 


Estimate...  -0.36561 
AI SE......  0.12966 
T-stat.....  -2.8199 
p.val......  0.0048041 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  19267 


Estimate...  -0.38465 
AI SE......  0.042219 
T-stat.....  -9.1108 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3846465


s: 586 

Estimate...  -0.39755 
AI SE......  0.067173 
T-stat.....  -5.9183 
p.val......  3.2531e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  660 


Estimate...  -0.50073 
AI SE......  0.11435 
T-stat.....  -4.3788 
p.val......  1.1934e-05 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  547 


Estimate...  -0.42939 
AI SE......  0.064543 
T-stat.....  -6.6528 
p.val......  2.8761e-11 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  671 


Estimate...  -0.59115 
AI SE......  0.18431 
T-stat.....  -3.2073 
p.val......  0.0013398 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  20265 


Estimate...  -0.39592 
AI SE......  0.04527 
T-stat.....  -8.7458 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3959243


s: 587 

Estimate...  -0.42259 
AI SE......  0.06756 
T-stat.....  -6.255 
p.val......  3.9744e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  649 


Estimate...  -0.49107 
AI SE......  0.12712 
T-stat.....  -3.8631 
p.val......  0.00011198 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  581 


Estimate...  -0.33925 
AI SE......  0.066556 
T-stat.....  -5.0972 
p.val......  3.4463e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  679 


Estimate...  -0.14155 
AI SE......  0.20445 
T-stat.....  -0.69237 
p.val......  0.48871 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  18980 


Estimate...  -0.43289 
AI SE......  0.038544 
T-stat.....  -11.231 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4328895


s: 588 

Estimate...  -0.36532 
AI SE......  0.068266 
T-stat.....  -5.3514 
p.val......  8.7269e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  667 


Estimate...  -0.4623 
AI SE......  0.11069 
T-stat.....  -4.1764 
p.val......  2.9615e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  613 


Estimate...  -0.35166 
AI SE......  0.065952 
T-stat.....  -5.3321 
p.val......  9.7098e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  656 


Estimate...  -0.48949 
AI SE......  0.17452 
T-stat.....  -2.8047 
p.val......  0.0050357 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  18779 


Estimate...  -0.36345 
AI SE......  0.055126 
T-stat.....  -6.593 
p.val......  4.3094e-11 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3634465


s: 589 

Estimate...  -0.40885 
AI SE......  0.066991 
T-stat.....  -6.103 
p.val......  1.0414e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  651 


Estimate...  -0.26298 
AI SE......  0.12881 
T-stat.....  -2.0416 
p.val......  0.041187 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  586 


Estimate...  -0.40097 
AI SE......  0.066492 
T-stat.....  -6.0303 
p.val......  1.6362e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  663 


Estimate...  -0.22035 
AI SE......  0.16918 
T-stat.....  -1.3024 
p.val......  0.19277 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  22608 


Estimate...  -0.36399 
AI SE......  0.065699 
T-stat.....  -5.5403 
p.val......  3.0187e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3639935


s: 590 

Estimate...  -0.31106 
AI SE......  0.072996 
T-stat.....  -4.2613 
p.val......  2.0320e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  636 


Estimate...  -0.47184 
AI SE......  0.10048 
T-stat.....  -4.6961 
p.val......  2.6522e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  577 


Estimate...  -0.36932 
AI SE......  0.064144 
T-stat.....  -5.7577 
p.val......  8.5257e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  685 


Estimate...  -0.57627 
AI SE......  0.13603 
T-stat.....  -4.2364 
p.val......  2.2717e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  20815 


Estimate...  -0.39648 
AI SE......  0.060609 
T-stat.....  -6.5416 
p.val......  6.0862e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3964771


s: 591 

Estimate...  -0.43880 
AI SE......  0.081014 
T-stat.....  -5.4164 
p.val......  6.0811e-08 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  646 


Estimate...  -0.57779 
AI SE......  0.12331 
T-stat.....  -4.6858 
p.val......  2.7888e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  574 


Estimate...  -0.42299 
AI SE......  0.069702 
T-stat.....  -6.0686 
p.val......  1.2906e-09 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  680 


Estimate...  -0.51585 
AI SE......  0.14393 
T-stat.....  -3.5840 
p.val......  0.00033832 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  18874 


Estimate...  -0.4206 
AI SE......  0.055518 
T-stat.....  -7.5759 
p.val......  3.5749e-14 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4205991


s: 592 

Estimate...  -0.53009 
AI SE......  0.084643 
T-stat.....  -6.2626 
p.val......  3.7857e-10 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  650 


Estimate...  -0.65575 
AI SE......  0.14577 
T-stat.....  -4.4985 
p.val......  6.8444e-06 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  573 


Estimate...  -0.38284 
AI SE......  0.06485 
T-stat.....  -5.9035 
p.val......  3.5582e-09 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  643 


Estimate...  -0.27501 
AI SE......  0.16314 
T-stat.....  -1.6858 
p.val......  0.09184 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  18699 


Estimate...  -0.44538 
AI SE......  0.067548 
T-stat.....  -6.5935 
p.val......  4.2949e-11 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4453786


s: 593 

Estimate...  -0.41342 
AI SE......  0.068012 
T-stat.....  -6.0786 
p.val......  1.2124e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  653 


Estimate...  -0.43765 
AI SE......  0.1177 
T-stat.....  -3.7183 
p.val......  0.00020057 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  589 


Estimate...  -0.35513 
AI SE......  0.062105 
T-stat.....  -5.7181 
p.val......  1.0769e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  688 


Estimate...  -0.46221 
AI SE......  0.12858 
T-stat.....  -3.5946 
p.val......  0.00032485 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  19986 


Estimate...  -0.35884 
AI SE......  0.038426 
T-stat.....  -9.3384 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3588396


s: 594 

Estimate...  -0.29060 
AI SE......  0.073385 
T-stat.....  -3.9599 
p.val......  7.4982e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  640 


Estimate...  -0.43657 
AI SE......  0.12042 
T-stat.....  -3.6254 
p.val......  0.00028847 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  551 


Estimate...  -0.40009 
AI SE......  0.061639 
T-stat.....  -6.4909 
p.val......  8.5318e-11 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  646 


Estimate...  -0.37363 
AI SE......  0.12433 
T-stat.....  -3.005 
p.val......  0.0026556 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  21863 


Estimate...  -0.39088 
AI SE......  0.048285 
T-stat.....  -8.0951 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3908757


s: 595 

Estimate...  -0.47514 
AI SE......  0.074969 
T-stat.....  -6.3378 
p.val......  2.3308e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  633 


Estimate...  -0.44022 
AI SE......  0.13671 
T-stat.....  -3.2201 
p.val......  0.0012813 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  599 


Estimate...  -0.29783 
AI SE......  0.062702 
T-stat.....  -4.75 
p.val......  2.0345e-06 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  674 


Estimate...  -0.37614 
AI SE......  0.16288 
T-stat.....  -2.3093 
p.val......  0.020925 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  19572 


Estimate...  -0.40842 
AI SE......  0.054786 
T-stat.....  -7.4547 
p.val......  9.015e-14 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

          [,1]
[1,] -0.408415


s: 596 

Estimate...  -0.46809 
AI SE......  0.076564 
T-stat.....  -6.1138 
p.val......  9.7302e-10 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  703 


Estimate...  -0.5841 
AI SE......  0.12982 
T-stat.....  -4.4993 
p.val......  6.8172e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  600 


Estimate...  -0.41945 
AI SE......  0.064368 
T-stat.....  -6.5165 
p.val......  7.1989e-11 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  710 


Estimate...  -0.48805 
AI SE......  0.12871 
T-stat.....  -3.792 
p.val......  0.00014944 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  22450 


Estimate...  -0.42494 
AI SE......  0.050114 
T-stat.....  -8.4795 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4249388


s: 597 

Estimate...  -0.47206 
AI SE......  0.073122 
T-stat.....  -6.4559 
p.val......  1.0761e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  666 


Estimate...  -0.48641 
AI SE......  0.12868 
T-stat.....  -3.78 
p.val......  0.00015684 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  584 


Estimate...  -0.40616 
AI SE......  0.066561 
T-stat.....  -6.102 
p.val......  1.0472e-09 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  693 


Estimate...  -0.42298 
AI SE......  0.14733 
T-stat.....  -2.8709 
p.val......  0.0040931 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  20668 


Estimate...  -0.39555 
AI SE......  0.030515 
T-stat.....  -12.962 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3955513


s: 598 

Estimate...  -0.52175 
AI SE......  0.070604 
T-stat.....  -7.3898 
p.val......  1.4699e-13 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  641 


Estimate...  -0.42046 
AI SE......  0.14997 
T-stat.....  -2.8037 
p.val......  0.0050526 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  616 


Estimate...  -0.50042 
AI SE......  0.066416 
T-stat.....  -7.5347 
p.val......  4.9072e-14 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  666 


Estimate...  -0.39405 
AI SE......  0.11900 
T-stat.....  -3.3114 
p.val......  0.00092826 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  23934 


Estimate...  -0.40685 
AI SE......  0.03865 
T-stat.....  -10.526 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4068517


s: 599 

Estimate...  -0.42161 
AI SE......  0.070773 
T-stat.....  -5.9573 
p.val......  2.5651e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  640 


Estimate...  -0.52774 
AI SE......  0.11032 
T-stat.....  -4.7837 
p.val......  1.7212e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  569 


Estimate...  -0.39921 
AI SE......  0.064599 
T-stat.....  -6.1798 
p.val......  6.4197e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  678 


Estimate...  -0.38718 
AI SE......  0.14349 
T-stat.....  -2.6984 
p.val......  0.0069674 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  19307 


Estimate...  -0.40296 
AI SE......  0.036758 
T-stat.....  -10.962 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4029553


s: 600 

Estimate...  -0.36313 
AI SE......  0.069063 
T-stat.....  -5.258 
p.val......  1.4565e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  661 


Estimate...  -0.33852 
AI SE......  0.14453 
T-stat.....  -2.3422 
p.val......  0.019171 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  593 


Estimate...  -0.29124 
AI SE......  0.06204 
T-stat.....  -4.6944 
p.val......  2.6737e-06 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  679 


Estimate...  -0.29301 
AI SE......  0.17606 
T-stat.....  -1.6642 
p.val......  0.096065 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  15147 


Estimate...  -0.39942 
AI SE......  0.039327 
T-stat.....  -10.156 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3994246


s: 601 

Estimate...  -0.40223 
AI SE......  0.073759 
T-stat.....  -5.4534 
p.val......  4.9423e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  652 


Estimate...  -0.54739 
AI SE......  0.12742 
T-stat.....  -4.2959 
p.val......  1.7397e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  616 


Estimate...  -0.32453 
AI SE......  0.064386 
T-stat.....  -5.0403 
p.val......  4.6478e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  699 


Estimate...  -0.72019 
AI SE......  0.15255 
T-stat.....  -4.721 
p.val......  2.3466e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  19227 


Estimate...  -0.41861 
AI SE......  0.049621 
T-stat.....  -8.4362 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4186150


s: 602 

Estimate...  -0.42573 
AI SE......  0.074841 
T-stat.....  -5.6884 
p.val......  1.2823e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  617 


Estimate...  -0.26316 
AI SE......  0.16430 
T-stat.....  -1.6017 
p.val......  0.10922 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  585 


Estimate...  -0.36919 
AI SE......  0.063361 
T-stat.....  -5.8268 
p.val......  5.6492e-09 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  662 


Estimate...  -0.5757 
AI SE......  0.12402 
T-stat.....  -4.6421 
p.val......  3.4485e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  20180 


Estimate...  -0.39034 
AI SE......  0.066391 
T-stat.....  -5.8793 
p.val......  4.1197e-09 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

          [,1]
[1,] -0.390335


s: 603 

Estimate...  -0.45526 
AI SE......  0.075876 
T-stat.....  -6 
p.val......  1.9732e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  655 


Estimate...  -0.40838 
AI SE......  0.14646 
T-stat.....  -2.7884 
p.val......  0.0052974 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  579 


Estimate...  -0.36915 
AI SE......  0.070214 
T-stat.....  -5.2574 
p.val......  1.4609e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  672 


Estimate...  -0.51004 
AI SE......  0.14061 
T-stat.....  -3.6274 
p.val......  0.00028634 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  16831 


Estimate...  -0.41114 
AI SE......  0.058552 
T-stat.....  -7.0219 
p.val......  2.1894e-12 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4111442


s: 604 

Estimate...  -0.44712 
AI SE......  0.075668 
T-stat.....  -5.909 
p.val......  3.4423e-09 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  684 


Estimate...  -0.52574 
AI SE......  0.13316 
T-stat.....  -3.9481 
p.val......  7.8779e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  615 


Estimate...  -0.32081 
AI SE......  0.065045 
T-stat.....  -4.9322 
p.val......  8.1317e-07 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  685 


Estimate...  -0.32897 
AI SE......  0.14461 
T-stat.....  -2.2749 
p.val......  0.022910 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  21322 


Estimate...  -0.40608 
AI SE......  0.041419 
T-stat.....  -9.8042 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4060765


s: 605 

Estimate...  -0.36132 
AI SE......  0.074497 
T-stat.....  -4.8501 
p.val......  1.2337e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  636 


Estimate...  -0.77611 
AI SE......  0.14800 
T-stat.....  -5.2441 
p.val......  1.5703e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  624 


Estimate...  -0.35342 
AI SE......  0.063096 
T-stat.....  -5.6013 
p.val......  2.1276e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  717 


Estimate...  -0.4835 
AI SE......  0.13024 
T-stat.....  -3.7123 
p.val......  0.00020535 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  21903 


Estimate...  -0.3959 
AI SE......  0.047784 
T-stat.....  -8.2851 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

          [,1]
[1,] -0.395898


s: 606 

Estimate...  -0.45568 
AI SE......  0.07311 
T-stat.....  -6.2327 
p.val......  4.5836e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  652 


Estimate...  -0.48675 
AI SE......  0.11289 
T-stat.....  -4.3117 
p.val......  1.6199e-05 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  577 


Estimate...  -0.37814 
AI SE......  0.063066 
T-stat.....  -5.996 
p.val......  2.0227e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  667 


Estimate...  -0.19842 
AI SE......  0.14811 
T-stat.....  -1.3397 
p.val......  0.18034 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  19717 


Estimate...  -0.37174 
AI SE......  0.024964 
T-stat.....  -14.891 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3717402


s: 607 

Estimate...  -0.39219 
AI SE......  0.068796 
T-stat.....  -5.7008 
p.val......  1.1928e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  665 


Estimate...  -0.20479 
AI SE......  0.16822 
T-stat.....  -1.2174 
p.val......  0.22346 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  602 


Estimate...  -0.41434 
AI SE......  0.062505 
T-stat.....  -6.629 
p.val......  3.3799e-11 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  684 


Estimate...  -0.23288 
AI SE......  0.12201 
T-stat.....  -1.9087 
p.val......  0.056297 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  20552 


Estimate...  -0.38586 
AI SE......  0.039907 
T-stat.....  -9.669 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3858593


s: 608 

Estimate...  -0.36583 
AI SE......  0.082358 
T-stat.....  -4.4419 
p.val......  8.9167e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  638 


Estimate...  -0.43762 
AI SE......  0.13616 
T-stat.....  -3.2139 
p.val......  0.0013093 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  576 


Estimate...  -0.33338 
AI SE......  0.071143 
T-stat.....  -4.6861 
p.val......  2.7845e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  656 


Estimate...  -0.17093 
AI SE......  0.16809 
T-stat.....  -1.0168 
p.val......  0.30923 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  21494 


Estimate...  -0.44076 
AI SE......  0.060931 
T-stat.....  -7.2337 
p.val......  4.6985e-13 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4407627


s: 609 

Estimate...  -0.53605 
AI SE......  0.072241 
T-stat.....  -7.4203 
p.val......  1.1680e-13 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  663 


Estimate...  -0.53248 
AI SE......  0.10700 
T-stat.....  -4.9763 
p.val......  6.4817e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  579 


Estimate...  -0.48466 
AI SE......  0.068472 
T-stat.....  -7.0782 
p.val......  1.4604e-12 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  675 


Estimate...  -0.47307 
AI SE......  0.12312 
T-stat.....  -3.8425 
p.val......  0.00012180 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  23840 


Estimate...  -0.39313 
AI SE......  0.056323 
T-stat.....  -6.9799 
p.val......  2.9534e-12 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3931302


s: 610 

Estimate...  -0.42518 
AI SE......  0.10047 
T-stat.....  -4.2319 
p.val......  2.3168e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  704 


Estimate...  -0.31481 
AI SE......  0.16584 
T-stat.....  -1.8983 
p.val......  0.057653 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  593 


Estimate...  -0.30056 
AI SE......  0.072275 
T-stat.....  -4.1586 
p.val......  3.2026e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  704 


Estimate...  -0.47 
AI SE......  0.20504 
T-stat.....  -2.2922 
p.val......  0.021893 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  13740 


Estimate...  -0.35702 
AI SE......  0.059823 
T-stat.....  -5.9679 
p.val......  2.4038e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3570160


s: 611 

Estimate...  -0.42956 
AI SE......  0.064945 
T-stat.....  -6.6143 
p.val......  3.7338e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  657 


Estimate...  -0.40673 
AI SE......  0.11861 
T-stat.....  -3.429 
p.val......  0.00060577 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  601 


Estimate...  -0.34916 
AI SE......  0.06881 
T-stat.....  -5.0743 
p.val......  3.8888e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  666 


Estimate...  -0.33970 
AI SE......  0.13052 
T-stat.....  -2.6027 
p.val......  0.0092483 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  21991 


Estimate...  -0.40103 
AI SE......  0.043474 
T-stat.....  -9.2246 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4010312


s: 612 

Estimate...  -0.44648 
AI SE......  0.077697 
T-stat.....  -5.7464 
p.val......  9.1161e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  657 


Estimate...  -0.32043 
AI SE......  0.12257 
T-stat.....  -2.6143 
p.val......  0.0089414 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  604 


Estimate...  -0.31604 
AI SE......  0.065717 
T-stat.....  -4.8091 
p.val......  1.5164e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  702 


Estimate...  -0.44635 
AI SE......  0.18172 
T-stat.....  -2.4563 
p.val......  0.014037 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  20119 


Estimate...  -0.39096 
AI SE......  0.056507 
T-stat.....  -6.9187 
p.val......  4.5566e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3909567


s: 613 

Estimate...  -0.48083 
AI SE......  0.076629 
T-stat.....  -6.2748 
p.val......  3.5008e-10 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  621 


Estimate...  -0.46512 
AI SE......  0.13691 
T-stat.....  -3.3973 
p.val......  0.00068045 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  607 


Estimate...  -0.33295 
AI SE......  0.059328 
T-stat.....  -5.6121 
p.val......  1.9986e-08 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  658 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.23609 
AI SE......  0.041907 
T-stat.....  -5.6338 
p.val......  1.7631e-08 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  247191 


Estimate...  -0.43505 
AI SE......  0.049246 
T-stat.....  -8.834 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

          [,1]
[1,] -0.435046


s: 614 

Estimate...  -0.32087 
AI SE......  0.078341 
T-stat.....  -4.0958 
p.val......  4.2078e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  656 


Estimate...  -0.56464 
AI SE......  0.10854 
T-stat.....  -5.2019 
p.val......  1.9721e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  595 


Estimate...  -0.34339 
AI SE......  0.064427 
T-stat.....  -5.3299 
p.val......  9.825e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  665 


Estimate...  -0.48469 
AI SE......  0.14842 
T-stat.....  -3.2657 
p.val......  0.0010918 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  20143 


Estimate...  -0.4014 
AI SE......  0.048336 
T-stat.....  -8.3043 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

          [,1]
[1,] -0.401397


s: 615 

Estimate...  -0.37744 
AI SE......  0.067799 
T-stat.....  -5.5671 
p.val......  2.5901e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  682 


Estimate...  -0.46872 
AI SE......  0.092008 
T-stat.....  -5.0944 
p.val......  3.4992e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  624 


Estimate...  -0.38896 
AI SE......  0.0606 
T-stat.....  -6.4185 
p.val......  1.3762e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  686 


Estimate...  -0.58629 
AI SE......  0.16428 
T-stat.....  -3.5688 
p.val......  0.00035859 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  22752 


Estimate...  -0.40089 
AI SE......  0.058624 
T-stat.....  -6.8383 
p.val......  8.015e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4008853


s: 616 

Estimate...  -0.44324 
AI SE......  0.088965 
T-stat.....  -4.9822 
p.val......  6.2854e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  650 


Estimate...  -0.62777 
AI SE......  0.18227 
T-stat.....  -3.4442 
p.val......  0.00057285 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  606 


Estimate...  -0.47975 
AI SE......  0.097249 
T-stat.....  -4.9332 
p.val......  8.088e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  659 


Estimate...  -0.35069 
AI SE......  0.15678 
T-stat.....  -2.2368 
p.val......  0.025301 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  13940 


Estimate...  -0.37136 
AI SE......  0.06523 
T-stat.....  -5.693 
p.val......  1.2479e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3713554


s: 617 

Estimate...  -0.50107 
AI SE......  0.077068 
T-stat.....  -6.5016 
p.val......  7.9477e-11 

Original number of observations..............  1000 
Original number of treated obs...............  426 
Matched number of observations...............  426 
Matched number of observations  (unweighted).  599 


Estimate...  -0.42636 
AI SE......  0.14015 
T-stat.....  -3.0422 
p.val......  0.0023484 

Original number of observations..............  1000 
Original number of treated obs...............  426 
Matched number of observations...............  426 
Matched number of observations  (unweighted).  552 


Estimate...  -0.46415 
AI SE......  0.064874 
T-stat.....  -7.1547 
p.val......  8.3866e-13 

Original number of observations..............  1000 
Original number of treated obs...............  426 
Matched number of observations...............  426 
Matched number of observations  (unweighted).  632 


Estimate...  -0.29172 
AI SE......  0.15062 
T-stat.....  -1.9368 
p.val......  0.052771 

Original number of observations..............  1000 
Original number of treated obs...............  426 
Matched number of observations...............  426 
Matched number of observations  (unweighted).  23150 


Estimate...  -0.40809 
AI SE......  0.035062 
T-stat.....  -11.639 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  426 
Matched number of observations...............  426 
Matched number of observations  (unweighted).  426 

           [,1]
[1,] -0.4080923


s: 618 

Estimate...  -0.37403 
AI SE......  0.069647 
T-stat.....  -5.3704 
p.val......  7.8571e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  662 


Estimate...  -0.41086 
AI SE......  0.12354 
T-stat.....  -3.3258 
p.val......  0.00088173 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  629 


Estimate...  -0.29825 
AI SE......  0.063251 
T-stat.....  -4.7154 
p.val......  2.4128e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  670 


Estimate...  -0.25261 
AI SE......  0.15345 
T-stat.....  -1.6462 
p.val......  0.09973 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  22142 


Estimate...  -0.37501 
AI SE......  0.04197 
T-stat.....  -8.9352 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3750123


s: 619 

Estimate...  -0.42450 
AI SE......  0.090446 
T-stat.....  -4.6935 
p.val......  2.686e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  667 


Estimate...  -0.45764 
AI SE......  0.12047 
T-stat.....  -3.7987 
p.val......  0.00014544 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  609 


Estimate...  -0.381 
AI SE......  0.063022 
T-stat.....  -6.0456 
p.val......  1.4886e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  673 


Estimate...  -0.36788 
AI SE......  0.13504 
T-stat.....  -2.7241 
p.val......  0.0064473 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  20524 


Estimate...  -0.40637 
AI SE......  0.058507 
T-stat.....  -6.9456 
p.val......  3.7681e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4063693


s: 620 

Estimate...  -0.5592 
AI SE......  0.078405 
T-stat.....  -7.1322 
p.val......  9.8788e-13 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  660 


Estimate...  -0.43336 
AI SE......  0.11759 
T-stat.....  -3.6854 
p.val......  0.00022837 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  612 


Estimate...  -0.38536 
AI SE......  0.065064 
T-stat.....  -5.9228 
p.val......  3.1655e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  703 


Estimate...  -0.2669 
AI SE......  0.12668 
T-stat.....  -2.1068 
p.val......  0.035134 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  22392 


Estimate...  -0.38825 
AI SE......  0.040703 
T-stat.....  -9.5386 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.3882464


s: 621 

Estimate...  -0.42495 
AI SE......  0.07055 
T-stat.....  -6.0234 
p.val......  1.7082e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  694 


Estimate...  -0.47624 
AI SE......  0.10490 
T-stat.....  -4.5402 
p.val......  5.6214e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  603 


Estimate...  -0.28082 
AI SE......  0.058855 
T-stat.....  -4.7714 
p.val......  1.8291e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  690 


Estimate...  -0.55943 
AI SE......  0.14523 
T-stat.....  -3.8521 
p.val......  0.00011712 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  18274 


Estimate...  -0.39736 
AI SE......  0.05405 
T-stat.....  -7.3518 
p.val......  1.9562e-13 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3973640


s: 622 

Estimate...  -0.31716 
AI SE......  0.06961 
T-stat.....  -4.5561 
p.val......  5.2103e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  646 


Estimate...  -0.35901 
AI SE......  0.10247 
T-stat.....  -3.5037 
p.val......  0.00045891 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  614 


Estimate...  -0.34033 
AI SE......  0.068014 
T-stat.....  -5.0038 
p.val......  5.6197e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  659 


Estimate...  -0.50052 
AI SE......  0.12031 
T-stat.....  -4.1604 
p.val......  3.1762e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  19975 


Estimate...  -0.39003 
AI SE......  0.04098 
T-stat.....  -9.5176 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3900312


s: 623 

Estimate...  -0.39813 
AI SE......  0.070753 
T-stat.....  -5.627 
p.val......  1.8343e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  658 


Estimate...  -0.47411 
AI SE......  0.11689 
T-stat.....  -4.0561 
p.val......  4.9897e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  609 


Estimate...  -0.39601 
AI SE......  0.066142 
T-stat.....  -5.9873 
p.val......  2.1339e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  668 


Estimate...  -0.44496 
AI SE......  0.12977 
T-stat.....  -3.4288 
p.val......  0.00060626 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  24708 


Estimate...  -0.43166 
AI SE......  0.056635 
T-stat.....  -7.6217 
p.val......  2.5091e-14 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4316555


s: 624 

Estimate...  -0.40118 
AI SE......  0.078362 
T-stat.....  -5.1196 
p.val......  3.0613e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  688 


Estimate...  -0.5043 
AI SE......  0.11657 
T-stat.....  -4.326 
p.val......  1.5182e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  604 


Estimate...  -0.33692 
AI SE......  0.062655 
T-stat.....  -5.3774 
p.val......  7.5572e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  719 


Estimate...  -0.31567 
AI SE......  0.14000 
T-stat.....  -2.2549 
p.val......  0.024141 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  20960 


Estimate...  -0.37418 
AI SE......  0.027909 
T-stat.....  -13.407 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3741815


s: 625 

Estimate...  -0.43655 
AI SE......  0.073778 
T-stat.....  -5.9171 
p.val......  3.2758e-09 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  653 


Estimate...  -0.5663 
AI SE......  0.12261 
T-stat.....  -4.6188 
p.val......  3.8591e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  588 


Estimate...  -0.44323 
AI SE......  0.068252 
T-stat.....  -6.4941 
p.val......  8.355e-11 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  644 


Estimate...  -0.4619 
AI SE......  0.12582 
T-stat.....  -3.6711 
p.val......  0.00024149 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  16307 


Estimate...  -0.46345 
AI SE......  0.066793 
T-stat.....  -6.9386 
p.val......  3.9599e-12 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4634532


s: 626 

Estimate...  -0.33835 
AI SE......  0.073324 
T-stat.....  -4.6144 
p.val......  3.9423e-06 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  642 


Estimate...  -0.6057 
AI SE......  0.11209 
T-stat.....  -5.4039 
p.val......  6.5222e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  571 


Estimate...  -0.37816 
AI SE......  0.063558 
T-stat.....  -5.9498 
p.val......  2.6847e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  663 


Estimate...  -0.39178 
AI SE......  0.11345 
T-stat.....  -3.4533 
p.val......  0.00055376 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  20370 


Estimate...  -0.38828 
AI SE......  0.060835 
T-stat.....  -6.3826 
p.val......  1.7410e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3882833


s: 627 

Estimate...  -0.38289 
AI SE......  0.075672 
T-stat.....  -5.0599 
p.val......  4.1945e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  705 


Estimate...  -0.38351 
AI SE......  0.11843 
T-stat.....  -3.2383 
p.val......  0.0012025 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  630 


Estimate...  -0.40992 
AI SE......  0.064773 
T-stat.....  -6.3285 
p.val......  2.475e-10 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  675 


Estimate...  -0.38602 
AI SE......  0.14720 
T-stat.....  -2.6224 
p.val......  0.008732 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  23419 


Estimate...  -0.36406 
AI SE......  0.048982 
T-stat.....  -7.4325 
p.val......  1.0658e-13 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3640616


s: 628 

Estimate...  -0.33297 
AI SE......  0.069238 
T-stat.....  -4.8091 
p.val......  1.5164e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  640 


Estimate...  -0.36064 
AI SE......  0.11324 
T-stat.....  -3.1847 
p.val......  0.0014489 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  573 


Estimate...  -0.33969 
AI SE......  0.062091 
T-stat.....  -5.4709 
p.val......  4.4782e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  656 


Estimate...  -0.30005 
AI SE......  0.13805 
T-stat.....  -2.1734 
p.val......  0.029749 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  21610 


Estimate...  -0.36806 
AI SE......  0.051572 
T-stat.....  -7.1367 
p.val......  9.5568e-13 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

          [,1]
[1,] -0.368055


s: 629 

Estimate...  -0.28927 
AI SE......  0.070917 
T-stat.....  -4.0789 
p.val......  4.5241e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  646 


Estimate...  -0.59732 
AI SE......  0.15603 
T-stat.....  -3.8282 
p.val......  0.00012910 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  588 


Estimate...  -0.38089 
AI SE......  0.065548 
T-stat.....  -5.8108 
p.val......  6.2174e-09 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  657 


Estimate...  -0.19596 
AI SE......  0.15529 
T-stat.....  -1.2619 
p.val......  0.20698 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  15239 


Estimate...  -0.38212 
AI SE......  0.039271 
T-stat.....  -9.7303 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3821203


s: 630 

Estimate...  -0.4099 
AI SE......  0.066506 
T-stat.....  -6.1633 
p.val......  7.1228e-10 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  659 


Estimate...  -0.51252 
AI SE......  0.098845 
T-stat.....  -5.1851 
p.val......  2.1590e-07 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  620 


Estimate...  -0.36641 
AI SE......  0.063668 
T-stat.....  -5.7549 
p.val......  8.6678e-09 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  696 


Estimate...  -0.46014 
AI SE......  0.18341 
T-stat.....  -2.5087 
p.val......  0.012116 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  13384 


Estimate...  -0.36591 
AI SE......  0.048196 
T-stat.....  -7.592 
p.val......  3.1530e-14 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3659057


s: 631 

Estimate...  -0.37942 
AI SE......  0.077806 
T-stat.....  -4.8765 
p.val......  1.0801e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  623 


Estimate...  -0.3898 
AI SE......  0.11091 
T-stat.....  -3.5147 
p.val......  0.00044029 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  599 


Estimate...  -0.32474 
AI SE......  0.070084 
T-stat.....  -4.6336 
p.val......  3.5928e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  660 


Estimate...  -0.37187 
AI SE......  0.15201 
T-stat.....  -2.4464 
p.val......  0.014431 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  17131 


Estimate...  -0.39256 
AI SE......  0.054288 
T-stat.....  -7.231 
p.val......  4.7962e-13 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3925569


s: 632 

Estimate...  -0.45614 
AI SE......  0.066037 
T-stat.....  -6.9074 
p.val......  4.9365e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  664 


Estimate...  -0.5604 
AI SE......  0.11117 
T-stat.....  -5.041 
p.val......  4.6323e-07 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  602 


Estimate...  -0.40908 
AI SE......  0.059825 
T-stat.....  -6.8379 
p.val......  8.0358e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  706 


Estimate...  -0.4261 
AI SE......  0.12293 
T-stat.....  -3.4663 
p.val......  0.00052762 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  21059 


Estimate...  -0.40285 
AI SE......  0.056556 
T-stat.....  -7.1229 
p.val......  1.0567e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.4028465


s: 633 

Estimate...  -0.31634 
AI SE......  0.06974 
T-stat.....  -4.5360 
p.val......  5.7344e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  636 


Estimate...  -0.58011 
AI SE......  0.11544 
T-stat.....  -5.0251 
p.val......  5.033e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  578 


Estimate...  -0.40341 
AI SE......  0.064906 
T-stat.....  -6.2152 
p.val......  5.1256e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  678 


Estimate...  -0.59675 
AI SE......  0.13053 
T-stat.....  -4.5717 
p.val......  4.8376e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  20999 


Estimate...  -0.3805 
AI SE......  0.053905 
T-stat.....  -7.0587 
p.val......  1.6804e-12 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3805032


s: 634 

Estimate...  -0.44324 
AI SE......  0.070562 
T-stat.....  -6.2816 
p.val......  3.3513e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  642 


Estimate...  -0.45716 
AI SE......  0.12155 
T-stat.....  -3.7611 
p.val......  0.00016914 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  606 


Estimate...  -0.34182 
AI SE......  0.060848 
T-stat.....  -5.6176 
p.val......  1.9362e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  672 


Estimate...  -0.32343 
AI SE......  0.12829 
T-stat.....  -2.521 
p.val......  0.011702 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  19018 


Estimate...  -0.40185 
AI SE......  0.063567 
T-stat.....  -6.3217 
p.val......  2.5877e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4018507


s: 635 

Estimate...  -0.49529 
AI SE......  0.076312 
T-stat.....  -6.4904 
p.val......  8.563e-11 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  620 


Estimate...  -0.51528 
AI SE......  0.13429 
T-stat.....  -3.8371 
p.val......  0.00012450 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  579 


Estimate...  -0.34564 
AI SE......  0.063832 
T-stat.....  -5.4148 
p.val......  6.1363e-08 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  692 


Estimate...  -0.7785 
AI SE......  0.19806 
T-stat.....  -3.9305 
p.val......  8.4757e-05 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  16419 


Estimate...  -0.3794 
AI SE......  0.056666 
T-stat.....  -6.6953 
p.val......  2.1519e-11 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3793966


s: 636 

Estimate...  -0.37561 
AI SE......  0.069199 
T-stat.....  -5.428 
p.val......  5.6973e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  634 


Estimate...  -0.54134 
AI SE......  0.13427 
T-stat.....  -4.0317 
p.val......  5.5385e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  604 


Estimate...  -0.41222 
AI SE......  0.062854 
T-stat.....  -6.5583 
p.val......  5.4427e-11 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  744 


Estimate...  -0.47667 
AI SE......  0.16772 
T-stat.....  -2.842 
p.val......  0.0044833 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  17785 


Estimate...  -0.37216 
AI SE......  0.050952 
T-stat.....  -7.304 
p.val......  2.7933e-13 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3721555


s: 637 

Estimate...  -0.40483 
AI SE......  0.068957 
T-stat.....  -5.8709 
p.val......  4.3356e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  657 


Estimate...  -0.54687 
AI SE......  0.10819 
T-stat.....  -5.0549 
p.val......  4.3062e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  582 


Estimate...  -0.36147 
AI SE......  0.064287 
T-stat.....  -5.6228 
p.val......  1.8793e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  694 


Estimate...  -0.022449 
AI SE......  0.16298 
T-stat.....  -0.13775 
p.val......  0.89044 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  18057 


Estimate...  -0.37774 
AI SE......  0.049376 
T-stat.....  -7.6503 
p.val......  1.9984e-14 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3777385


s: 638 

Estimate...  -0.3868 
AI SE......  0.075812 
T-stat.....  -5.1021 
p.val......  3.3594e-07 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  687 


Estimate...  -0.46554 
AI SE......  0.13108 
T-stat.....  -3.5517 
p.val......  0.00038277 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  619 


Estimate...  -0.42266 
AI SE......  0.07007 
T-stat.....  -6.032 
p.val......  1.6197e-09 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  738 


Estimate...  -0.016348 
AI SE......  0.18699 
T-stat.....  -0.087425 
p.val......  0.93033 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  17390 


Estimate...  -0.37841 
AI SE......  0.03355 
T-stat.....  -11.279 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

         [,1]
[1,] -0.37841


s: 639 

Estimate...  -0.4704 
AI SE......  0.073855 
T-stat.....  -6.3693 
p.val......  1.8986e-10 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  680 


Estimate...  -0.59762 
AI SE......  0.10354 
T-stat.....  -5.7716 
p.val......  7.8516e-09 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  605 


Estimate...  -0.42368 
AI SE......  0.06505 
T-stat.....  -6.5131 
p.val......  7.3591e-11 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  670 


Estimate...  -0.65679 
AI SE......  0.12477 
T-stat.....  -5.264 
p.val......  1.4093e-07 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  22500 


Estimate...  -0.40698 
AI SE......  0.047517 
T-stat.....  -8.5648 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  495 
Matched number of observations...............  495 
Matched number of observations  (unweighted).  495 

           [,1]
[1,] -0.4069773


s: 640 

Estimate...  -0.37905 
AI SE......  0.068057 
T-stat.....  -5.5696 
p.val......  2.5530e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  728 


Estimate...  -0.37904 
AI SE......  0.14239 
T-stat.....  -2.6621 
p.val......  0.0077658 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  632 


Estimate...  -0.30484 
AI SE......  0.061351 
T-stat.....  -4.9687 
p.val......  6.7403e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  710 


Estimate...  -0.37934 
AI SE......  0.13543 
T-stat.....  -2.801 
p.val......  0.0050946 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  19682 


Estimate...  -0.33259 
AI SE......  0.044692 
T-stat.....  -7.442 
p.val......  9.9254e-14 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

          [,1]
[1,] -0.332593


s: 641 

Estimate...  -0.39275 
AI SE......  0.081129 
T-stat.....  -4.841 
p.val......  1.2917e-06 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  672 


Estimate...  -0.52108 
AI SE......  0.11934 
T-stat.....  -4.3664 
p.val......  1.2630e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  606 


Estimate...  -0.46176 
AI SE......  0.064859 
T-stat.....  -7.1194 
p.val......  1.0838e-12 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  655 


Estimate...  -0.52066 
AI SE......  0.24432 
T-stat.....  -2.1311 
p.val......  0.033082 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  11400 


Estimate...  -0.4066 
AI SE......  0.031756 
T-stat.....  -12.804 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4066004


s: 642 

Estimate...  -0.436 
AI SE......  0.075044 
T-stat.....  -5.81 
p.val......  6.2487e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  643 


Estimate...  -0.38043 
AI SE......  0.12096 
T-stat.....  -3.1450 
p.val......  0.0016606 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  583 


Estimate...  -0.38924 
AI SE......  0.074387 
T-stat.....  -5.2327 
p.val......  1.6708e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  655 


Estimate...  -0.44142 
AI SE......  0.17184 
T-stat.....  -2.5689 
p.val......  0.010203 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  17773 


Estimate...  -0.41426 
AI SE......  0.069198 
T-stat.....  -5.9866 
p.val......  2.1431e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

         [,1]
[1,] -0.41426


s: 643 

Estimate...  -0.39245 
AI SE......  0.072855 
T-stat.....  -5.3868 
p.val......  7.1742e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  646 


Estimate...  -0.58804 
AI SE......  0.13104 
T-stat.....  -4.4874 
p.val......  7.2082e-06 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  559 


Estimate...  -0.37764 
AI SE......  0.065142 
T-stat.....  -5.7971 
p.val......  6.7454e-09 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  673 


Estimate...  -0.40705 
AI SE......  0.15403 
T-stat.....  -2.6427 
p.val......  0.008225 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  17547 


Estimate...  -0.39439 
AI SE......  0.066579 
T-stat.....  -5.9236 
p.val......  3.1503e-09 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3943864


s: 644 

Estimate...  -0.48965 
AI SE......  0.081598 
T-stat.....  -6.0008 
p.val......  1.964e-09 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  664 


Estimate...  -0.41651 
AI SE......  0.13394 
T-stat.....  -3.1097 
p.val......  0.0018731 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  623 


Estimate...  -0.41517 
AI SE......  0.066679 
T-stat.....  -6.2264 
p.val......  4.7726e-10 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  695 


Estimate...  -0.40752 
AI SE......  0.11644 
T-stat.....  -3.5 
p.val......  0.0004653 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  21109 


Estimate...  -0.40331 
AI SE......  0.047461 
T-stat.....  -8.4976 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.4033065


s: 645 

Estimate...  -0.46604 
AI SE......  0.075735 
T-stat.....  -6.1536 
p.val......  7.5754e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  654 


Estimate...  -0.55339 
AI SE......  0.15576 
T-stat.....  -3.5528 
p.val......  0.00038118 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  574 


Estimate...  -0.46098 
AI SE......  0.071781 
T-stat.....  -6.422 
p.val......  1.3449e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  659 


Estimate...  -0.19135 
AI SE......  0.16594 
T-stat.....  -1.1531 
p.val......  0.24886 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  14526 


Estimate...  -0.41657 
AI SE......  0.05769 
T-stat.....  -7.2209 
p.val......  5.1648e-13 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4165734


s: 646 

Estimate...  -0.43569 
AI SE......  0.06646 
T-stat.....  -6.5558 
p.val......  5.5359e-11 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  650 


Estimate...  -0.56885 
AI SE......  0.14661 
T-stat.....  -3.8799 
p.val......  0.00010450 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  569 


Estimate...  -0.36831 
AI SE......  0.057392 
T-stat.....  -6.4174 
p.val......  1.3862e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  667 


Estimate...  -0.48431 
AI SE......  0.14543 
T-stat.....  -3.3303 
p.val......  0.00086761 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  18490 


Estimate...  -0.38759 
AI SE......  0.025903 
T-stat.....  -14.963 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

          [,1]
[1,] -0.387594


s: 647 

Estimate...  -0.46101 
AI SE......  0.070981 
T-stat.....  -6.4948 
p.val......  8.3143e-11 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  652 


Estimate...  -0.73119 
AI SE......  0.12622 
T-stat.....  -5.7931 
p.val......  6.9105e-09 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  597 


Estimate...  -0.4278 
AI SE......  0.067617 
T-stat.....  -6.3268 
p.val......  2.5036e-10 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  679 


Estimate...  -0.37214 
AI SE......  0.17389 
T-stat.....  -2.1401 
p.val......  0.03235 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  16432 


Estimate...  -0.48507 
AI SE......  0.063864 
T-stat.....  -7.5954 
p.val......  3.0642e-14 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.4850736


s: 648 

Estimate...  -0.37474 
AI SE......  0.07387 
T-stat.....  -5.073 
p.val......  3.9163e-07 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  595 


Estimate...  -0.48809 
AI SE......  0.12088 
T-stat.....  -4.0378 
p.val......  5.3945e-05 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  583 


Estimate...  -0.35469 
AI SE......  0.067285 
T-stat.....  -5.2714 
p.val......  1.3535e-07 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  652 


Estimate...  -0.37197 
AI SE......  0.13943 
T-stat.....  -2.6678 
p.val......  0.007636 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  23555 


Estimate...  -0.41147 
AI SE......  0.044914 
T-stat.....  -9.1612 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  434 

           [,1]
[1,] -0.4114691


s: 649 

Estimate...  -0.53871 
AI SE......  0.071141 
T-stat.....  -7.5723 
p.val......  3.6637e-14 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  670 


Estimate...  -0.47942 
AI SE......  0.11661 
T-stat.....  -4.1114 
p.val......  3.9329e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  608 


Estimate...  -0.36692 
AI SE......  0.063889 
T-stat.....  -5.7431 
p.val......  9.2936e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  685 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.29873 
AI SE......  0.045981 
T-stat.....  -6.4967 
p.val......  8.2078e-11 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  249559 


Estimate...  -0.40042 
AI SE......  0.041697 
T-stat.....  -9.6032 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4004230


s: 650 

Estimate...  -0.39345 
AI SE......  0.063892 
T-stat.....  -6.158 
p.val......  7.3662e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  637 


Estimate...  -0.50416 
AI SE......  0.10789 
T-stat.....  -4.6727 
p.val......  2.9732e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  632 


Estimate...  -0.40339 
AI SE......  0.060075 
T-stat.....  -6.7148 
p.val......  1.8827e-11 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  711 


Estimate...  -0.56116 
AI SE......  0.13505 
T-stat.....  -4.1552 
p.val......  3.2505e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  19451 


Estimate...  -0.36097 
AI SE......  0.038987 
T-stat.....  -9.2586 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3609699


s: 651 

Estimate...  -0.46483 
AI SE......  0.07654 
T-stat.....  -6.0731 
p.val......  1.2544e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  689 


Estimate...  -0.51133 
AI SE......  0.158 
T-stat.....  -3.2363 
p.val......  0.0012110 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  567 


Estimate...  -0.38085 
AI SE......  0.065437 
T-stat.....  -5.82 
p.val......  5.8829e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  700 


Estimate...  -0.66528 
AI SE......  0.16304 
T-stat.....  -4.0806 
p.val......  4.492e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  15265 


Estimate...  -0.39562 
AI SE......  0.023677 
T-stat.....  -16.709 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3956232


s: 652 

Estimate...  -0.46038 
AI SE......  0.070302 
T-stat.....  -6.5486 
p.val......  5.8068e-11 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  642 


Estimate...  -0.40163 
AI SE......  0.11238 
T-stat.....  -3.5738 
p.val......  0.00035185 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  578 


Estimate...  -0.29992 
AI SE......  0.060103 
T-stat.....  -4.99 
p.val......  6.0365e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  667 


Estimate...  -0.51525 
AI SE......  0.15295 
T-stat.....  -3.3686 
p.val......  0.00075541 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  19606 


Estimate...  -0.39728 
AI SE......  0.056578 
T-stat.....  -7.0218 
p.val......  2.1896e-12 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.3972808


s: 653 

Estimate...  -0.30307 
AI SE......  0.096591 
T-stat.....  -3.1377 
p.val......  0.0017029 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  660 


Estimate...  -0.60917 
AI SE......  0.17663 
T-stat.....  -3.4490 
p.val......  0.00056277 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  585 


Estimate...  -0.39457 
AI SE......  0.07113 
T-stat.....  -5.5472 
p.val......  2.9021e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  673 


Estimate...  -0.39679 
AI SE......  0.1371 
T-stat.....  -2.8941 
p.val......  0.0038020 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  21155 


Estimate...  -0.42295 
AI SE......  0.064879 
T-stat.....  -6.519 
p.val......  7.0799e-11 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.4229452


s: 654 

Estimate...  -0.40326 
AI SE......  0.075565 
T-stat.....  -5.3365 
p.val......  9.4738e-08 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  635 


Estimate...  -0.45611 
AI SE......  0.11774 
T-stat.....  -3.8738 
p.val......  0.00010713 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  548 


Estimate...  -0.35398 
AI SE......  0.06429 
T-stat.....  -5.5059 
p.val......  3.6728e-08 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  658 


Estimate...  -0.37986 
AI SE......  0.15777 
T-stat.....  -2.4078 
p.val......  0.016051 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  18492 


Estimate...  -0.38774 
AI SE......  0.05096 
T-stat.....  -7.6086 
p.val......  2.7756e-14 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.3877362


s: 655 

Estimate...  -0.43002 
AI SE......  0.078604 
T-stat.....  -5.4706 
p.val......  4.4839e-08 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  665 


Estimate...  -0.36546 
AI SE......  0.14219 
T-stat.....  -2.5702 
p.val......  0.010163 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  582 


Estimate...  -0.37797 
AI SE......  0.078539 
T-stat.....  -4.8125 
p.val......  1.4902e-06 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  697 


Estimate...  -0.39615 
AI SE......  0.13936 
T-stat.....  -2.8426 
p.val......  0.0044746 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  18480 


Estimate...  -0.38709 
AI SE......  0.058841 
T-stat.....  -6.5786 
p.val......  4.7478e-11 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

          [,1]
[1,] -0.387095


s: 656 

Estimate...  -0.32408 
AI SE......  0.069318 
T-stat.....  -4.6753 
p.val......  2.9358e-06 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  640 


Estimate...  -0.33638 
AI SE......  0.11232 
T-stat.....  -2.9947 
p.val......  0.002747 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  587 


Estimate...  -0.3683 
AI SE......  0.060307 
T-stat.....  -6.1071 
p.val......  1.0148e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  685 


Estimate...  -0.42597 
AI SE......  0.15024 
T-stat.....  -2.8352 
p.val......  0.0045799 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  20061 


Estimate...  -0.37761 
AI SE......  0.057167 
T-stat.....  -6.6054 
p.val......  3.964e-11 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3776102


s: 657 

Estimate...  -0.39175 
AI SE......  0.075984 
T-stat.....  -5.1557 
p.val......  2.5270e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  668 


Estimate...  -0.4699 
AI SE......  0.14423 
T-stat.....  -3.2579 
p.val......  0.0011222 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  640 


Estimate...  -0.36382 
AI SE......  0.067505 
T-stat.....  -5.3895 
p.val......  7.064e-08 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  717 


Estimate...  -0.43173 
AI SE......  0.13571 
T-stat.....  -3.1813 
p.val......  0.0014664 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  20231 


Estimate...  -0.40055 
AI SE......  0.051555 
T-stat.....  -7.7693 
p.val......  7.9936e-15 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4005507


s: 658 

Estimate...  -0.36823 
AI SE......  0.074318 
T-stat.....  -4.9549 
p.val......  7.2382e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  634 


Estimate...  -0.60139 
AI SE......  0.17102 
T-stat.....  -3.5165 
p.val......  0.00043735 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  629 


Estimate...  -0.30917 
AI SE......  0.063955 
T-stat.....  -4.8341 
p.val......  1.3374e-06 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  690 


Estimate...  -0.50848 
AI SE......  0.15851 
T-stat.....  -3.2078 
p.val......  0.0013375 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  12586 


Estimate...  -0.33383 
AI SE......  0.066222 
T-stat.....  -5.041 
p.val......  4.6305e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3338251


s: 659 

Estimate...  -0.5166 
AI SE......  0.070864 
T-stat.....  -7.29 
p.val......  3.0997e-13 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  651 


Estimate...  -0.39499 
AI SE......  0.10841 
T-stat.....  -3.6434 
p.val......  0.00026907 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  630 


Estimate...  -0.4033 
AI SE......  0.05837 
T-stat.....  -6.9094 
p.val......  4.8668e-12 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  658 


Estimate...  -0.2239 
AI SE......  0.14739 
T-stat.....  -1.5191 
p.val......  0.12873 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  15514 


Estimate...  -0.41261 
AI SE......  0.056734 
T-stat.....  -7.2727 
p.val......  3.5238e-13 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.4126085


s: 660 

Estimate...  -0.51133 
AI SE......  0.078451 
T-stat.....  -6.5178 
p.val......  7.1358e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  633 


Estimate...  -0.29913 
AI SE......  0.12462 
T-stat.....  -2.4004 
p.val......  0.016378 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  586 


Estimate...  -0.39507 
AI SE......  0.060389 
T-stat.....  -6.5421 
p.val......  6.0667e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  693 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.29132 
AI SE......  0.043975 
T-stat.....  -6.6246 
p.val......  3.4818e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  248479 


Estimate...  -0.38029 
AI SE......  0.048648 
T-stat.....  -7.8173 
p.val......  5.3291e-15 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3802948


s: 661 

Estimate...  -0.34691 
AI SE......  0.079124 
T-stat.....  -4.3844 
p.val......  1.1632e-05 

Original number of observations..............  1000 
Original number of treated obs...............  419 
Matched number of observations...............  419 
Matched number of observations  (unweighted).  609 


Estimate...  -0.40868 
AI SE......  0.11558 
T-stat.....  -3.536 
p.val......  0.00040623 

Original number of observations..............  1000 
Original number of treated obs...............  419 
Matched number of observations...............  419 
Matched number of observations  (unweighted).  533 


Estimate...  -0.3206 
AI SE......  0.0678 
T-stat.....  -4.7286 
p.val......  2.2604e-06 

Original number of observations..............  1000 
Original number of treated obs...............  419 
Matched number of observations...............  419 
Matched number of observations  (unweighted).  612 


Estimate...  -0.39045 
AI SE......  0.16984 
T-stat.....  -2.299 
p.val......  0.021506 

Original number of observations..............  1000 
Original number of treated obs...............  419 
Matched number of observations...............  419 
Matched number of observations  (unweighted).  18034 


Estimate...  -0.35314 
AI SE......  0.042229 
T-stat.....  -8.3624 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  419 
Matched number of observations...............  419 
Matched number of observations  (unweighted).  419 

           [,1]
[1,] -0.3531399


s: 662 

Estimate...  -0.37433 
AI SE......  0.074935 
T-stat.....  -4.9955 
p.val......  5.869e-07 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  624 


Estimate...  -0.42695 
AI SE......  0.11632 
T-stat.....  -3.6706 
p.val......  0.00024203 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  579 


Estimate...  -0.48093 
AI SE......  0.067057 
T-stat.....  -7.172 
p.val......  7.3941e-13 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  645 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.28458 
AI SE......  0.045563 
T-stat.....  -6.2458 
p.val......  4.2166e-10 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  246636 


Estimate...  -0.41665 
AI SE......  0.055451 
T-stat.....  -7.5139 
p.val......  5.7288e-14 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.4166543


s: 663 

Estimate...  -0.44459 
AI SE......  0.077062 
T-stat.....  -5.7692 
p.val......  7.965e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  641 


Estimate...  -0.44601 
AI SE......  0.11469 
T-stat.....  -3.8889 
p.val......  0.0001007 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  552 


Estimate...  -0.36657 
AI SE......  0.067902 
T-stat.....  -5.3985 
p.val......  6.7197e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  669 


Estimate...  -0.42799 
AI SE......  0.19199 
T-stat.....  -2.2292 
p.val......  0.025802 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  14534 


Estimate...  -0.40985 
AI SE......  0.053907 
T-stat.....  -7.6029 
p.val......  2.8866e-14 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4098469


s: 664 

Estimate...  -0.38760 
AI SE......  0.074214 
T-stat.....  -5.2227 
p.val......  1.7634e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  681 


Estimate...  -0.29036 
AI SE......  0.13021 
T-stat.....  -2.23 
p.val......  0.025747 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  588 


Estimate...  -0.38758 
AI SE......  0.065788 
T-stat.....  -5.8914 
p.val......  3.8297e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  673 


Estimate...  -0.51906 
AI SE......  0.11949 
T-stat.....  -4.3438 
p.val......  1.4005e-05 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  21347 


Estimate...  -0.36718 
AI SE......  0.053787 
T-stat.....  -6.8265 
p.val......  8.7004e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3671778


s: 665 

Estimate...  -0.32153 
AI SE......  0.073426 
T-stat.....  -4.3789 
p.val......  1.1926e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  653 


Estimate...  -0.50763 
AI SE......  0.12315 
T-stat.....  -4.1220 
p.val......  3.7568e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  597 


Estimate...  -0.3447 
AI SE......  0.065074 
T-stat.....  -5.297 
p.val......  1.1772e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  700 


Estimate...  -0.57944 
AI SE......  0.14423 
T-stat.....  -4.0174 
p.val......  5.8835e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  21420 


Estimate...  -0.35453 
AI SE......  0.066814 
T-stat.....  -5.3063 
p.val......  1.1187e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3545335


s: 666 

Estimate...  -0.38319 
AI SE......  0.075073 
T-stat.....  -5.1043 
p.val......  3.3209e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  668 


Estimate...  -0.52567 
AI SE......  0.10583 
T-stat.....  -4.9671 
p.val......  6.7951e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  621 


Estimate...  -0.40268 
AI SE......  0.069882 
T-stat.....  -5.7624 
p.val......  8.295e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  686 


Estimate...  -0.48424 
AI SE......  0.17802 
T-stat.....  -2.7201 
p.val......  0.0065255 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  15457 


Estimate...  -0.39672 
AI SE......  0.066515 
T-stat.....  -5.9644 
p.val......  2.4548e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3967244


s: 667 

Estimate...  -0.35377 
AI SE......  0.076307 
T-stat.....  -4.6361 
p.val......  3.5497e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  634 


Estimate...  -0.48267 
AI SE......  0.14419 
T-stat.....  -3.3474 
p.val......  0.00081587 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  568 


Estimate...  -0.37670 
AI SE......  0.069989 
T-stat.....  -5.3823 
p.val......  7.356e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  651 


Estimate...  -0.40001 
AI SE......  0.14513 
T-stat.....  -2.7563 
p.val......  0.0058468 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  17320 


Estimate...  -0.41545 
AI SE......  0.048793 
T-stat.....  -8.5146 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4154515


s: 668 

Estimate...  -0.364 
AI SE......  0.071123 
T-stat.....  -5.1179 
p.val......  3.0904e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  657 


Estimate...  -0.403 
AI SE......  0.12163 
T-stat.....  -3.3132 
p.val......  0.00092232 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  561 


Estimate...  -0.355 
AI SE......  0.061322 
T-stat.....  -5.7892 
p.val......  7.0735e-09 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  648 


Estimate...  -0.56936 
AI SE......  0.19539 
T-stat.....  -2.9140 
p.val......  0.0035686 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  18317 


Estimate...  -0.41891 
AI SE......  0.047441 
T-stat.....  -8.8303 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4189144


s: 669 

Estimate...  -0.32428 
AI SE......  0.068936 
T-stat.....  -4.704 
p.val......  2.5508e-06 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  652 


Estimate...  -0.55287 
AI SE......  0.11253 
T-stat.....  -4.9131 
p.val......  8.9656e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  585 


Estimate...  -0.37343 
AI SE......  0.066363 
T-stat.....  -5.6271 
p.val......  1.8328e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  684 


Estimate...  -0.66283 
AI SE......  0.15756 
T-stat.....  -4.2068 
p.val......  2.5903e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  17712 


Estimate...  -0.37828 
AI SE......  0.061678 
T-stat.....  -6.1331 
p.val......  8.6184e-10 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

          [,1]
[1,] -0.378279


s: 670 

Estimate...  -0.5267 
AI SE......  0.084156 
T-stat.....  -6.2586 
p.val......  3.8843e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  656 


Estimate...  -0.42645 
AI SE......  0.11112 
T-stat.....  -3.8377 
p.val......  0.00012421 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  571 


Estimate...  -0.31831 
AI SE......  0.07065 
T-stat.....  -4.5055 
p.val......  6.6206e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  683 


Estimate...  -0.57801 
AI SE......  0.22952 
T-stat.....  -2.5183 
p.val......  0.011792 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  13070 


Estimate...  -0.33965 
AI SE......  0.029440 
T-stat.....  -11.537 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3396475


s: 671 

Estimate...  -0.43066 
AI SE......  0.064739 
T-stat.....  -6.6522 
p.val......  2.888e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  645 


Estimate...  -0.48511 
AI SE......  0.11180 
T-stat.....  -4.339 
p.val......  1.4314e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  589 


Estimate...  -0.43173 
AI SE......  0.061267 
T-stat.....  -7.0467 
p.val......  1.8325e-12 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  716 


Estimate...  -0.59998 
AI SE......  0.13668 
T-stat.....  -4.3898 
p.val......  1.1348e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  20688 


Estimate...  -0.39762 
AI SE......  0.067148 
T-stat.....  -5.9214 
p.val......  3.1912e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3976158


s: 672 

Estimate...  -0.43054 
AI SE......  0.068943 
T-stat.....  -6.2449 
p.val......  4.2413e-10 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  631 


Estimate...  -0.42847 
AI SE......  0.13085 
T-stat.....  -3.2745 
p.val......  0.0010585 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  592 


Estimate...  -0.44555 
AI SE......  0.070664 
T-stat.....  -6.3052 
p.val......  2.8781e-10 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  668 


Estimate...  -0.37623 
AI SE......  0.14504 
T-stat.....  -2.5941 
p.val......  0.009485 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  21852 


Estimate...  -0.38891 
AI SE......  0.026566 
T-stat.....  -14.639 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.3889058


s: 673 

Estimate...  -0.37238 
AI SE......  0.077501 
T-stat.....  -4.8049 
p.val......  1.5485e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  641 


Estimate...  -0.34448 
AI SE......  0.13912 
T-stat.....  -2.4761 
p.val......  0.013283 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  580 


Estimate...  -0.35175 
AI SE......  0.067114 
T-stat.....  -5.241 
p.val......  1.5967e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  680 


Estimate...  -0.47612 
AI SE......  0.13458 
T-stat.....  -3.5378 
p.val......  0.00040348 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  25475 


Estimate...  -0.37244 
AI SE......  0.044765 
T-stat.....  -8.32 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3724436


s: 674 

Estimate...  -0.34427 
AI SE......  0.071312 
T-stat.....  -4.8276 
p.val......  1.3817e-06 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  687 


Estimate...  -0.28032 
AI SE......  0.12497 
T-stat.....  -2.2431 
p.val......  0.024888 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  634 


Estimate...  -0.38406 
AI SE......  0.06336 
T-stat.....  -6.0616 
p.val......  1.3476e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  722 


Estimate...  -0.2047 
AI SE......  0.12959 
T-stat.....  -1.5795 
p.val......  0.11421 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  19708 


Estimate...  -0.41255 
AI SE......  0.057548 
T-stat.....  -7.1687 
p.val......  7.5717e-13 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4125464


s: 675 

Estimate...  -0.40393 
AI SE......  0.06922 
T-stat.....  -5.8354 
p.val......  5.3663e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  668 


Estimate...  -0.65067 
AI SE......  0.16055 
T-stat.....  -4.0527 
p.val......  5.0639e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  600 


Estimate...  -0.41009 
AI SE......  0.065897 
T-stat.....  -6.2232 
p.val......  4.8715e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  674 


Estimate...  -0.66398 
AI SE......  0.15491 
T-stat.....  -4.2863 
p.val......  1.8165e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21676 


Estimate...  -0.39479 
AI SE......  0.045725 
T-stat.....  -8.634 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3947896


s: 676 

Estimate...  -0.44547 
AI SE......  0.069185 
T-stat.....  -6.4388 
p.val......  1.2045e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  650 


Estimate...  -0.52176 
AI SE......  0.12034 
T-stat.....  -4.3358 
p.val......  1.4525e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  594 


Estimate...  -0.43281 
AI SE......  0.067555 
T-stat.....  -6.4067 
p.val......  1.4872e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  681 


Estimate...  -0.37729 
AI SE......  0.14577 
T-stat.....  -2.5882 
p.val......  0.0096472 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  22666 


Estimate...  -0.40654 
AI SE......  0.042845 
T-stat.....  -9.4887 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

          [,1]
[1,] -0.406544


s: 677 

Estimate...  -0.42945 
AI SE......  0.07499 
T-stat.....  -5.7268 
p.val......  1.0234e-08 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  626 


Estimate...  -0.31178 
AI SE......  0.15041 
T-stat.....  -2.0729 
p.val......  0.038185 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  591 


Estimate...  -0.38937 
AI SE......  0.066676 
T-stat.....  -5.8397 
p.val......  5.23e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  647 


Estimate...  -0.62994 
AI SE......  0.16980 
T-stat.....  -3.71 
p.val......  0.00020728 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  18372 


Estimate...  -0.40322 
AI SE......  0.051704 
T-stat.....  -7.7987 
p.val......  6.2172e-15 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.4032238


s: 678 

Estimate...  -0.32915 
AI SE......  0.083714 
T-stat.....  -3.9318 
p.val......  8.4308e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  641 


Estimate...  -0.53085 
AI SE......  0.15825 
T-stat.....  -3.3545 
p.val......  0.00079499 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  616 


Estimate...  -0.32979 
AI SE......  0.063804 
T-stat.....  -5.1688 
p.val......  2.3555e-07 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  704 


Estimate...  -0.36292 
AI SE......  0.12751 
T-stat.....  -2.8461 
p.val......  0.0044252 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  19674 


Estimate...  -0.35484 
AI SE......  0.058391 
T-stat.....  -6.077 
p.val......  1.2243e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3548433


s: 679 

Estimate...  -0.44071 
AI SE......  0.074637 
T-stat.....  -5.9048 
p.val......  3.5314e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  654 


Estimate...  -0.71888 
AI SE......  0.14899 
T-stat.....  -4.825 
p.val......  1.4003e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  592 


Estimate...  -0.51724 
AI SE......  0.075086 
T-stat.....  -6.8886 
p.val......  5.6333e-12 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  665 


Estimate...  -0.36941 
AI SE......  0.15952 
T-stat.....  -2.3158 
p.val......  0.020569 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  21102 


Estimate...  -0.39692 
AI SE......  0.0465 
T-stat.....  -8.5358 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3969154


s: 680 

Estimate...  -0.40773 
AI SE......  0.069321 
T-stat.....  -5.8818 
p.val......  4.0581e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  659 


Estimate...  -0.49227 
AI SE......  0.11454 
T-stat.....  -4.2976 
p.val......  1.7263e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  591 


Estimate...  -0.23202 
AI SE......  0.06563 
T-stat.....  -3.5353 
p.val......  0.00040728 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  694 


Estimate...  -0.46889 
AI SE......  0.14714 
T-stat.....  -3.1866 
p.val......  0.0014397 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  20230 


Estimate...  -0.40469 
AI SE......  0.042191 
T-stat.....  -9.5918 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4046901


s: 681 

Estimate...  -0.44243 
AI SE......  0.06947 
T-stat.....  -6.3687 
p.val......  1.9063e-10 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  655 


Estimate...  -0.57574 
AI SE......  0.13086 
T-stat.....  -4.3995 
p.val......  1.0848e-05 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  576 


Estimate...  -0.38362 
AI SE......  0.064653 
T-stat.....  -5.9336 
p.val......  2.9644e-09 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  656 


Estimate...  -0.56279 
AI SE......  0.12379 
T-stat.....  -4.5462 
p.val......  5.4626e-06 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  15888 


Estimate...  -0.41187 
AI SE......  0.068381 
T-stat.....  -6.0231 
p.val......  1.7114e-09 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.4118664


s: 682 

Estimate...  -0.37115 
AI SE......  0.072507 
T-stat.....  -5.1188 
p.val......  3.0754e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  627 


Estimate...  -0.51716 
AI SE......  0.12750 
T-stat.....  -4.0562 
p.val......  4.9869e-05 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  593 


Estimate...  -0.33732 
AI SE......  0.066349 
T-stat.....  -5.0841 
p.val......  3.6943e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  663 


Estimate...  -0.34295 
AI SE......  0.14265 
T-stat.....  -2.4042 
p.val......  0.016210 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  20270 


Estimate...  -0.36594 
AI SE......  0.025618 
T-stat.....  -14.284 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3659413


s: 683 

Estimate...  -0.41252 
AI SE......  0.072633 
T-stat.....  -5.6795 
p.val......  1.3508e-08 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  680 


Estimate...  -0.39761 
AI SE......  0.14698 
T-stat.....  -2.7051 
p.val......  0.0068282 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  614 


Estimate...  -0.38951 
AI SE......  0.065039 
T-stat.....  -5.989 
p.val......  2.1120e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  729 


Estimate...  -0.34669 
AI SE......  0.17166 
T-stat.....  -2.0196 
p.val......  0.043421 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  18789 


Estimate...  -0.42032 
AI SE......  0.043681 
T-stat.....  -9.6226 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4203236


s: 684 

Estimate...  -0.46554 
AI SE......  0.070355 
T-stat.....  -6.617 
p.val......  3.6652e-11 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  629 


Estimate...  -0.47473 
AI SE......  0.17096 
T-stat.....  -2.7768 
p.val......  0.0054892 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  574 


Estimate...  -0.45647 
AI SE......  0.065565 
T-stat.....  -6.962 
p.val......  3.3531e-12 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  712 


Estimate...  -0.55634 
AI SE......  0.12751 
T-stat.....  -4.3630 
p.val......  1.2826e-05 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  18003 


Estimate...  -0.38223 
AI SE......  0.054929 
T-stat.....  -6.9587 
p.val......  3.4344e-12 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3822341


s: 685 

Estimate...  -0.35466 
AI SE......  0.078712 
T-stat.....  -4.5058 
p.val......  6.6115e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  617 


Estimate...  -0.47923 
AI SE......  0.14203 
T-stat.....  -3.3741 
p.val......  0.00074055 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  578 


Estimate...  -0.4052 
AI SE......  0.069531 
T-stat.....  -5.8276 
p.val......  5.6238e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  643 


Estimate...  -0.46476 
AI SE......  0.16015 
T-stat.....  -2.9021 
p.val......  0.0037071 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  20001 


Estimate...  -0.39802 
AI SE......  0.054018 
T-stat.....  -7.3682 
p.val......  1.7297e-13 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3980174


s: 686 

Estimate...  -0.44625 
AI SE......  0.060657 
T-stat.....  -7.357 
p.val......  1.8807e-13 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  670 


Estimate...  -0.45317 
AI SE......  0.12282 
T-stat.....  -3.6898 
p.val......  0.00022441 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  593 


Estimate...  -0.40685 
AI SE......  0.059259 
T-stat.....  -6.8656 
p.val......  6.6189e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  683 


Estimate...  -0.38549 
AI SE......  0.16309 
T-stat.....  -2.3637 
p.val......  0.018092 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  19319 


Estimate...  -0.40424 
AI SE......  0.038938 
T-stat.....  -10.381 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4042371


s: 687 

Estimate...  -0.36955 
AI SE......  0.068137 
T-stat.....  -5.4236 
p.val......  5.8396e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  608 


Estimate...  -0.46340 
AI SE......  0.11400 
T-stat.....  -4.0647 
p.val......  4.8089e-05 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  576 


Estimate...  -0.35407 
AI SE......  0.0599 
T-stat.....  -5.9111 
p.val......  3.3985e-09 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  672 


Estimate...  0.043889 
AI SE......  0.16293 
T-stat.....  0.26937 
p.val......  0.78765 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  19567 


Estimate...  -0.4112 
AI SE......  0.039436 
T-stat.....  -10.427 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.4112035


s: 688 

Estimate...  -0.42572 
AI SE......  0.072116 
T-stat.....  -5.9032 
p.val......  3.5646e-09 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  658 


Estimate...  -0.5709 
AI SE......  0.13786 
T-stat.....  -4.141 
p.val......  3.4575e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  587 


Estimate...  -0.42418 
AI SE......  0.062718 
T-stat.....  -6.7632 
p.val......  1.3498e-11 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  672 


Estimate...  -0.42798 
AI SE......  0.17194 
T-stat.....  -2.4891 
p.val......  0.012807 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  15345 


Estimate...  -0.44016 
AI SE......  0.048685 
T-stat.....  -9.041 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4401613


s: 689 

Estimate...  -0.43331 
AI SE......  0.083688 
T-stat.....  -5.1777 
p.val......  2.2459e-07 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  645 


Estimate...  -0.35393 
AI SE......  0.13364 
T-stat.....  -2.6485 
p.val......  0.008085 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  593 


Estimate...  -0.40412 
AI SE......  0.07085 
T-stat.....  -5.7039 
p.val......  1.1709e-08 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  678 


Estimate...  -0.43075 
AI SE......  0.10135 
T-stat.....  -4.25 
p.val......  2.1378e-05 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  26656 


Estimate...  -0.39007 
AI SE......  0.054942 
T-stat.....  -7.0997 
p.val......  1.2501e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.3900721


s: 690 

Estimate...  -0.39248 
AI SE......  0.066451 
T-stat.....  -5.9062 
p.val......  3.5e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  635 


Estimate...  -0.35521 
AI SE......  0.10912 
T-stat.....  -3.2552 
p.val......  0.0011330 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  574 


Estimate...  -0.34785 
AI SE......  0.062419 
T-stat.....  -5.5728 
p.val......  2.5061e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  676 


Estimate...  -0.37382 
AI SE......  0.12998 
T-stat.....  -2.8761 
p.val......  0.0040267 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  22704 


Estimate...  -0.37301 
AI SE......  0.041135 
T-stat.....  -9.068 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3730071


s: 691 

Estimate...  -0.39491 
AI SE......  0.068103 
T-stat.....  -5.7986 
p.val......  6.6857e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  644 


Estimate...  -0.60246 
AI SE......  0.1069 
T-stat.....  -5.6358 
p.val......  1.7427e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  573 


Estimate...  -0.31159 
AI SE......  0.061423 
T-stat.....  -5.0729 
p.val......  3.9173e-07 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  710 


Estimate...  -0.53433 
AI SE......  0.13412 
T-stat.....  -3.9839 
p.val......  6.7783e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  21140 


Estimate...  -0.42008 
AI SE......  0.050958 
T-stat.....  -8.2435 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4200763


s: 692 

Estimate...  -0.37527 
AI SE......  0.07663 
T-stat.....  -4.8971 
p.val......  9.7238e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  654 


Estimate...  -0.51304 
AI SE......  0.14798 
T-stat.....  -3.4669 
p.val......  0.00052653 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  630 


Estimate...  -0.52222 
AI SE......  0.067627 
T-stat.....  -7.722 
p.val......  1.1546e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  717 


Estimate...  -0.55566 
AI SE......  0.14397 
T-stat.....  -3.8595 
p.val......  0.00011362 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  18952 


Estimate...  -0.42328 
AI SE......  0.069349 
T-stat.....  -6.1037 
p.val......  1.0367e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4232797


s: 693 

Estimate...  -0.45686 
AI SE......  0.073719 
T-stat.....  -6.1973 
p.val......  5.7446e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  651 


Estimate...  -0.50363 
AI SE......  0.15544 
T-stat.....  -3.2399 
p.val......  0.0011955 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  601 


Estimate...  -0.41476 
AI SE......  0.066606 
T-stat.....  -6.2271 
p.val......  4.7518e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  661 


Estimate...  -0.60486 
AI SE......  0.16367 
T-stat.....  -3.6956 
p.val......  0.00021933 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  22624 


Estimate...  -0.39885 
AI SE......  0.036522 
T-stat.....  -10.921 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3988456


s: 694 

Estimate...  -0.40644 
AI SE......  0.068259 
T-stat.....  -5.9543 
p.val......  2.6114e-09 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  640 


Estimate...  -0.53168 
AI SE......  0.10411 
T-stat.....  -5.107 
p.val......  3.2728e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  567 


Estimate...  -0.40447 
AI SE......  0.062549 
T-stat.....  -6.4664 
p.val......  1.0036e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  626 


Estimate...  -0.41550 
AI SE......  0.13171 
T-stat.....  -3.1547 
p.val......  0.0016066 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  19950 


Estimate...  -0.37944 
AI SE......  0.05502 
T-stat.....  -6.8964 
p.val......  5.3331e-12 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3794386


s: 695 

Estimate...  -0.33686 
AI SE......  0.073305 
T-stat.....  -4.5953 
p.val......  4.3204e-06 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  667 


Estimate...  -0.25937 
AI SE......  0.11647 
T-stat.....  -2.2269 
p.val......  0.025954 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  574 


Estimate...  -0.41965 
AI SE......  0.064897 
T-stat.....  -6.4664 
p.val......  1.0038e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  658 


Estimate...  -0.27774 
AI SE......  0.12314 
T-stat.....  -2.2554 
p.val......  0.024106 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  21730 


Estimate...  -0.37813 
AI SE......  0.051665 
T-stat.....  -7.3189 
p.val......  2.5002e-13 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3781287


s: 696 

Estimate...  -0.43327 
AI SE......  0.080643 
T-stat.....  -5.3726 
p.val......  7.7595e-08 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  673 


Estimate...  -0.52442 
AI SE......  0.13698 
T-stat.....  -3.8284 
p.val......  0.00012900 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  625 


Estimate...  -0.47963 
AI SE......  0.066839 
T-stat.....  -7.1758 
p.val......  7.1876e-13 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  715 


Estimate...  -0.23489 
AI SE......  0.14578 
T-stat.....  -1.6112 
p.val......  0.10713 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  18075 


Estimate...  -0.3876 
AI SE......  0.047568 
T-stat.....  -8.1484 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  492 
Matched number of observations...............  492 
Matched number of observations  (unweighted).  492 

           [,1]
[1,] -0.3876021


s: 697 

Estimate...  -0.36444 
AI SE......  0.067333 
T-stat.....  -5.4124 
p.val......  6.2172e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  645 


Estimate...  -0.49345 
AI SE......  0.12791 
T-stat.....  -3.8579 
p.val......  0.00011437 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  569 


Estimate...  -0.33733 
AI SE......  0.062214 
T-stat.....  -5.4221 
p.val......  5.891e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  656 


Estimate...  -0.54553 
AI SE......  0.18370 
T-stat.....  -2.9697 
p.val......  0.0029805 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  18425 


Estimate...  -0.40939 
AI SE......  0.06666 
T-stat.....  -6.1414 
p.val......  8.1813e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4093861


s: 698 

Estimate...  -0.40845 
AI SE......  0.066225 
T-stat.....  -6.1675 
p.val......  6.9358e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  668 


Estimate...  -0.50217 
AI SE......  0.13796 
T-stat.....  -3.64 
p.val......  0.0002726 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  584 


Estimate...  -0.35618 
AI SE......  0.061197 
T-stat.....  -5.8202 
p.val......  5.877e-09 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  675 


Estimate...  -0.36565 
AI SE......  0.14981 
T-stat.....  -2.4407 
p.val......  0.014657 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  20096 


Estimate...  -0.40895 
AI SE......  0.064379 
T-stat.....  -6.3522 
p.val......  2.1220e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4089493


s: 699 

Estimate...  -0.42728 
AI SE......  0.060409 
T-stat.....  -7.0732 
p.val......  1.5143e-12 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  658 


Estimate...  -0.59944 
AI SE......  0.092516 
T-stat.....  -6.4793 
p.val......  9.2127e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  586 


Estimate...  -0.36459 
AI SE......  0.060952 
T-stat.....  -5.9815 
p.val......  2.2104e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  732 


Estimate...  -0.24705 
AI SE......  0.15290 
T-stat.....  -1.6157 
p.val......  0.10616 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  25034 


Estimate...  -0.40653 
AI SE......  0.03837 
T-stat.....  -10.595 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

          [,1]
[1,] -0.406532


s: 700 

Estimate...  -0.28649 
AI SE......  0.072786 
T-stat.....  -3.9361 
p.val......  8.2827e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  649 


Estimate...  -0.44072 
AI SE......  0.11132 
T-stat.....  -3.9592 
p.val......  7.5195e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  604 


Estimate...  -0.30056 
AI SE......  0.065247 
T-stat.....  -4.6065 
p.val......  4.0943e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  653 


Estimate...  -0.49918 
AI SE......  0.16533 
T-stat.....  -3.0193 
p.val......  0.0025336 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  18425 


Estimate...  -0.39359 
AI SE......  0.047275 
T-stat.....  -8.3255 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3935887


s: 701 

Estimate...  -0.50757 
AI SE......  0.077763 
T-stat.....  -6.5271 
p.val......  6.705e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  635 


Estimate...  -0.49512 
AI SE......  0.11241 
T-stat.....  -4.4046 
p.val......  1.0599e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  590 


Estimate...  -0.43471 
AI SE......  0.075446 
T-stat.....  -5.7618 
p.val......  8.32e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  682 


Estimate...  -0.37557 
AI SE......  0.16251 
T-stat.....  -2.3111 
p.val......  0.020829 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  17322 


Estimate...  -0.42547 
AI SE......  0.049357 
T-stat.....  -8.6203 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4254728


s: 702 

Estimate...  -0.43492 
AI SE......  0.071857 
T-stat.....  -6.0525 
p.val......  1.4257e-09 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  668 


Estimate...  -0.44001 
AI SE......  0.14919 
T-stat.....  -2.9493 
p.val......  0.0031847 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  607 


Estimate...  -0.42667 
AI SE......  0.068787 
T-stat.....  -6.2028 
p.val......  5.5468e-10 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  722 


Estimate...  -0.50419 
AI SE......  0.14294 
T-stat.....  -3.5274 
p.val......  0.00041970 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  21216 


Estimate...  -0.43968 
AI SE......  0.037352 
T-stat.....  -11.771 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4396774


s: 703 

Estimate...  -0.38919 
AI SE......  0.086512 
T-stat.....  -4.4987 
p.val......  6.8373e-06 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  619 


Estimate...  -0.56166 
AI SE......  0.14779 
T-stat.....  -3.8004 
p.val......  0.00014444 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  548 


Estimate...  -0.39001 
AI SE......  0.068466 
T-stat.....  -5.6964 
p.val......  1.2238e-08 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  634 


Estimate...  -0.38942 
AI SE......  0.19746 
T-stat.....  -1.9721 
p.val......  0.048594 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  19835 


Estimate...  -0.47526 
AI SE......  0.069167 
T-stat.....  -6.8713 
p.val......  6.3625e-12 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  439 

          [,1]
[1,] -0.475263


s: 704 

Estimate...  -0.40965 
AI SE......  0.074923 
T-stat.....  -5.4676 
p.val......  4.5619e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  630 


Estimate...  -0.25435 
AI SE......  0.11981 
T-stat.....  -2.1230 
p.val......  0.033752 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  564 


Estimate...  -0.33422 
AI SE......  0.067949 
T-stat.....  -4.9187 
p.val......  8.7114e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  666 


Estimate...  -0.25747 
AI SE......  0.13747 
T-stat.....  -1.8729 
p.val......  0.061078 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  18555 


Estimate...  -0.36554 
AI SE......  0.052183 
T-stat.....  -7.005 
p.val......  2.4705e-12 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3655403


s: 705 

Estimate...  -0.4125 
AI SE......  0.064702 
T-stat.....  -6.3754 
p.val......  1.8251e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  642 


Estimate...  -0.48962 
AI SE......  0.15072 
T-stat.....  -3.2486 
p.val......  0.0011596 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  616 


Estimate...  -0.33488 
AI SE......  0.059121 
T-stat.....  -5.6643 
p.val......  1.4760e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  668 


Estimate...  -0.40238 
AI SE......  0.16068 
T-stat.....  -2.5043 
p.val......  0.012271 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  17429 


Estimate...  -0.37324 
AI SE......  0.043685 
T-stat.....  -8.544 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3732388


s: 706 

Estimate...  -0.4814 
AI SE......  0.067262 
T-stat.....  -7.1572 
p.val......  8.2356e-13 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  688 


Estimate...  -0.49114 
AI SE......  0.1542 
T-stat.....  -3.1851 
p.val......  0.0014471 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  590 


Estimate...  -0.36946 
AI SE......  0.065685 
T-stat.....  -5.6248 
p.val......  1.8571e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  672 


Estimate...  -0.40036 
AI SE......  0.12525 
T-stat.....  -3.1965 
p.val......  0.0013912 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  24699 


Estimate...  -0.37052 
AI SE......  0.021315 
T-stat.....  -17.383 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3705176


s: 707 

Estimate...  -0.37615 
AI SE......  0.083889 
T-stat.....  -4.4839 
p.val......  7.3296e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  666 


Estimate...  -0.30777 
AI SE......  0.1569 
T-stat.....  -1.9616 
p.val......  0.049815 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  647 


Estimate...  -0.33784 
AI SE......  0.068169 
T-stat.....  -4.9559 
p.val......  7.1996e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  683 


Estimate...  -0.40171 
AI SE......  0.13082 
T-stat.....  -3.0707 
p.val......  0.0021357 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  21485 


Estimate...  -0.3593 
AI SE......  0.039121 
T-stat.....  -9.1843 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3592991


s: 708 

Estimate...  -0.35802 
AI SE......  0.068219 
T-stat.....  -5.2481 
p.val......  1.5364e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  646 


Estimate...  -0.4671 
AI SE......  0.12545 
T-stat.....  -3.7233 
p.val......  0.00019664 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  613 


Estimate...  -0.32200 
AI SE......  0.067651 
T-stat.....  -4.7596 
p.val......  1.9396e-06 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  716 


Estimate...  -0.32332 
AI SE......  0.17655 
T-stat.....  -1.8313 
p.val......  0.067051 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  16279 


Estimate...  -0.39536 
AI SE......  0.03267 
T-stat.....  -12.102 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3953572


s: 709 

Estimate...  -0.33654 
AI SE......  0.071966 
T-stat.....  -4.6763 
p.val......  2.9203e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  623 


Estimate...  -0.48159 
AI SE......  0.11445 
T-stat.....  -4.208 
p.val......  2.5766e-05 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  585 


Estimate...  -0.36959 
AI SE......  0.064963 
T-stat.....  -5.6892 
p.val......  1.2765e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  664 


Estimate...  -0.53186 
AI SE......  0.19147 
T-stat.....  -2.7778 
p.val......  0.0054731 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  16799 


Estimate...  -0.36410 
AI SE......  0.051669 
T-stat.....  -7.0467 
p.val......  1.8321e-12 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.3640958


s: 710 

Estimate...  -0.3949 
AI SE......  0.070179 
T-stat.....  -5.6271 
p.val......  1.8329e-08 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  623 


Estimate...  -0.38407 
AI SE......  0.09963 
T-stat.....  -3.8549 
p.val......  0.00011577 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  574 


Estimate...  -0.39589 
AI SE......  0.067 
T-stat.....  -5.9088 
p.val......  3.4465e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  650 


Estimate...  -0.37711 
AI SE......  0.12976 
T-stat.....  -2.9063 
p.val......  0.0036578 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  21695 


Estimate...  -0.34392 
AI SE......  0.05371 
T-stat.....  -6.4033 
p.val......  1.5203e-10 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.3439222


s: 711 

Estimate...  -0.43609 
AI SE......  0.067573 
T-stat.....  -6.4536 
p.val......  1.0923e-10 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  670 


Estimate...  -0.47969 
AI SE......  0.11507 
T-stat.....  -4.1686 
p.val......  3.0644e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  616 


Estimate...  -0.43840 
AI SE......  0.066531 
T-stat.....  -6.5895 
p.val......  4.4131e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  692 


Estimate...  -0.39956 
AI SE......  0.13181 
T-stat.....  -3.0313 
p.val......  0.0024353 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  19110 


Estimate...  -0.40158 
AI SE......  0.048438 
T-stat.....  -8.2906 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4015804


s: 712 

Estimate...  -0.49201 
AI SE......  0.065203 
T-stat.....  -7.5458 
p.val......  4.4853e-14 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  659 


Estimate...  -0.37223 
AI SE......  0.13214 
T-stat.....  -2.8169 
p.val......  0.0048484 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  613 


Estimate...  -0.41144 
AI SE......  0.061284 
T-stat.....  -6.7137 
p.val......  1.8973e-11 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  659 


Estimate...  -0.52508 
AI SE......  0.13029 
T-stat.....  -4.0302 
p.val......  5.573e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  20237 


Estimate...  -0.42053 
AI SE......  0.03504 
T-stat.....  -12.001 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

          [,1]
[1,] -0.420527


s: 713 

Estimate...  -0.45218 
AI SE......  0.069242 
T-stat.....  -6.5304 
p.val......  6.558e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  671 


Estimate...  -0.55893 
AI SE......  0.12240 
T-stat.....  -4.5666 
p.val......  4.9573e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  568 


Estimate...  -0.3996 
AI SE......  0.067689 
T-stat.....  -5.9035 
p.val......  3.5587e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  689 


Estimate...  -0.32977 
AI SE......  0.14344 
T-stat.....  -2.2990 
p.val......  0.021503 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  17746 


Estimate...  -0.40306 
AI SE......  0.059148 
T-stat.....  -6.8145 
p.val......  9.4622e-12 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4030632


s: 714 

Estimate...  -0.35456 
AI SE......  0.072152 
T-stat.....  -4.914 
p.val......  8.9225e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  648 


Estimate...  -0.4934 
AI SE......  0.10861 
T-stat.....  -4.5429 
p.val......  5.5493e-06 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  569 


Estimate...  -0.43178 
AI SE......  0.062635 
T-stat.....  -6.8937 
p.val......  5.4361e-12 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  694 


Estimate...  -0.39197 
AI SE......  0.21434 
T-stat.....  -1.8287 
p.val......  0.06744 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  16295 


Estimate...  -0.40478 
AI SE......  0.05295 
T-stat.....  -7.6445 
p.val......  2.0872e-14 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.4047754


s: 715 

Estimate...  -0.32748 
AI SE......  0.07296 
T-stat.....  -4.4886 
p.val......  7.1709e-06 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  658 


Estimate...  -0.44264 
AI SE......  0.14385 
T-stat.....  -3.0770 
p.val......  0.0020907 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  598 


Estimate...  -0.3665 
AI SE......  0.06455 
T-stat.....  -5.6778 
p.val......  1.3644e-08 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  739 


Estimate...  -0.6697 
AI SE......  0.1461 
T-stat.....  -4.5839 
p.val......  4.564e-06 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  20522 


Estimate...  -0.39768 
AI SE......  0.058867 
T-stat.....  -6.7555 
p.val......  1.4232e-11 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3976775


s: 716 

Estimate...  -0.44336 
AI SE......  0.071585 
T-stat.....  -6.1935 
p.val......  5.8831e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  631 


Estimate...  -0.36844 
AI SE......  0.13614 
T-stat.....  -2.7062 
p.val......  0.0068053 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  567 


Estimate...  -0.42905 
AI SE......  0.064122 
T-stat.....  -6.6912 
p.val......  2.2132e-11 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  663 


Estimate...  -0.45648 
AI SE......  0.13589 
T-stat.....  -3.3593 
p.val......  0.00078154 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  21774 


Estimate...  -0.41224 
AI SE......  0.052341 
T-stat.....  -7.8761 
p.val......  3.3307e-15 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.4122429


s: 717 

Estimate...  -0.36026 
AI SE......  0.076084 
T-stat.....  -4.7351 
p.val......  2.19e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  675 


Estimate...  -0.54049 
AI SE......  0.12034 
T-stat.....  -4.4914 
p.val......  7.0761e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  612 


Estimate...  -0.46282 
AI SE......  0.070851 
T-stat.....  -6.5323 
p.val......  6.4783e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  677 


Estimate...  -0.58764 
AI SE......  0.15430 
T-stat.....  -3.8084 
p.val......  0.00013989 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  15649 


Estimate...  -0.39487 
AI SE......  0.041623 
T-stat.....  -9.4867 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3948675


s: 718 

Estimate...  -0.4159 
AI SE......  0.069816 
T-stat.....  -5.957 
p.val......  2.5684e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  662 


Estimate...  -0.28115 
AI SE......  0.11267 
T-stat.....  -2.4953 
p.val......  0.012584 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  606 


Estimate...  -0.40626 
AI SE......  0.061695 
T-stat.....  -6.585 
p.val......  4.5507e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  686 


Estimate...  -0.61009 
AI SE......  0.12822 
T-stat.....  -4.7581 
p.val......  1.9543e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  16875 


Estimate...  -0.35972 
AI SE......  0.057768 
T-stat.....  -6.2269 
p.val......  4.7577e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3597174


s: 719 

Estimate...  -0.4897 
AI SE......  0.074202 
T-stat.....  -6.5995 
p.val......  4.1245e-11 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  647 


Estimate...  -0.5695 
AI SE......  0.10877 
T-stat.....  -5.236 
p.val......  1.6408e-07 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  559 


Estimate...  -0.38654 
AI SE......  0.06139 
T-stat.....  -6.2965 
p.val......  3.0440e-10 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  672 


Estimate...  -0.36959 
AI SE......  0.1324 
T-stat.....  -2.7915 
p.val......  0.0052465 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  20445 


Estimate...  -0.3856 
AI SE......  0.05227 
T-stat.....  -7.377 
p.val......  1.6187e-13 

Original number of observations..............  1000 
Original number of treated obs...............  438 
Matched number of observations...............  438 
Matched number of observations  (unweighted).  438 

        [,1]
[1,] -0.3856


s: 720 

Estimate...  -0.39214 
AI SE......  0.068918 
T-stat.....  -5.6899 
p.val......  1.2711e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  630 


Estimate...  -0.37225 
AI SE......  0.11621 
T-stat.....  -3.2033 
p.val......  0.0013585 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  568 


Estimate...  -0.42576 
AI SE......  0.065964 
T-stat.....  -6.4544 
p.val......  1.0868e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  638 


Estimate...  -0.28702 
AI SE......  0.22376 
T-stat.....  -1.2827 
p.val......  0.19959 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  12345 


Estimate...  -0.36884 
AI SE......  0.074835 
T-stat.....  -4.9287 
p.val......  8.2787e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

          [,1]
[1,] -0.368837


s: 721 

Estimate...  -0.35467 
AI SE......  0.077894 
T-stat.....  -4.5532 
p.val......  5.2829e-06 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  677 


Estimate...  -0.30952 
AI SE......  0.14079 
T-stat.....  -2.1985 
p.val......  0.027914 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  603 


Estimate...  -0.44625 
AI SE......  0.068345 
T-stat.....  -6.5294 
p.val......  6.6028e-11 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  730 


Estimate...  -0.33188 
AI SE......  0.14660 
T-stat.....  -2.2638 
p.val......  0.023584 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  19104 


Estimate...  -0.41896 
AI SE......  0.05588 
T-stat.....  -7.4975 
p.val......  6.5059e-14 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4189598


s: 722 

Estimate...  -0.42815 
AI SE......  0.085555 
T-stat.....  -5.0044 
p.val......  5.605e-07 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  646 


Estimate...  -0.53873 
AI SE......  0.14370 
T-stat.....  -3.7489 
p.val......  0.00017761 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  623 


Estimate...  -0.34575 
AI SE......  0.06762 
T-stat.....  -5.1132 
p.val......  3.1674e-07 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  641 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.18636 
AI SE......  0.043406 
T-stat.....  -4.2933 
p.val......  1.7601e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  249324 


Estimate...  -0.4526 
AI SE......  0.062081 
T-stat.....  -7.2904 
p.val......  3.0909e-13 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4525984


s: 723 

Estimate...  -0.48521 
AI SE......  0.06792 
T-stat.....  -7.144 
p.val......  9.0683e-13 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  634 


Estimate...  -0.4353 
AI SE......  0.13604 
T-stat.....  -3.1997 
p.val......  0.0013755 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  561 


Estimate...  -0.36832 
AI SE......  0.066334 
T-stat.....  -5.5524 
p.val......  2.8175e-08 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  637 


Estimate...  -0.37113 
AI SE......  0.13895 
T-stat.....  -2.6709 
p.val......  0.0075637 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  18483 


Estimate...  -0.38437 
AI SE......  0.029304 
T-stat.....  -13.117 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3843719


s: 724 

Estimate...  -0.40080 
AI SE......  0.076092 
T-stat.....  -5.2673 
p.val......  1.3842e-07 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  636 


Estimate...  -0.35037 
AI SE......  0.12818 
T-stat.....  -2.7335 
p.val......  0.006267 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  588 


Estimate...  -0.43862 
AI SE......  0.06439 
T-stat.....  -6.8119 
p.val......  9.633e-12 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  663 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.30514 
AI SE......  0.04342 
T-stat.....  -7.0275 
p.val......  2.1025e-12 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  248151 


Estimate...  -0.40241 
AI SE......  0.057147 
T-stat.....  -7.0416 
p.val......  1.9009e-12 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4024051


s: 725 

Estimate...  -0.45244 
AI SE......  0.074409 
T-stat.....  -6.0804 
p.val......  1.1985e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  637 


Estimate...  -0.66968 
AI SE......  0.13088 
T-stat.....  -5.1168 
p.val......  3.1071e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  562 


Estimate...  -0.44164 
AI SE......  0.072793 
T-stat.....  -6.067 
p.val......  1.3028e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  667 


Estimate...  -0.55214 
AI SE......  0.13470 
T-stat.....  -4.099 
p.val......  4.15e-05 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  22078 


Estimate...  -0.43252 
AI SE......  0.043849 
T-stat.....  -9.8638 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4325155


s: 726 

Estimate...  -0.41527 
AI SE......  0.067437 
T-stat.....  -6.1579 
p.val......  7.373e-10 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  685 


Estimate...  -0.56376 
AI SE......  0.099663 
T-stat.....  -5.6567 
p.val......  1.5434e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  590 


Estimate...  -0.44628 
AI SE......  0.062042 
T-stat.....  -7.1932 
p.val......  6.3283e-13 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  693 


Estimate...  -0.31548 
AI SE......  0.13088 
T-stat.....  -2.4104 
p.val......  0.015936 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  23332 


Estimate...  -0.36811 
AI SE......  0.026365 
T-stat.....  -13.962 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3681127


s: 727 

Estimate...  -0.42364 
AI SE......  0.067511 
T-stat.....  -6.2751 
p.val......  3.4936e-10 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  656 


Estimate...  -0.60636 
AI SE......  0.14273 
T-stat.....  -4.2482 
p.val......  2.155e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  582 


Estimate...  -0.49088 
AI SE......  0.070143 
T-stat.....  -6.9983 
p.val......  2.5913e-12 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  699 


Estimate...  -0.32809 
AI SE......  0.18972 
T-stat.....  -1.7294 
p.val......  0.083741 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  18063 


Estimate...  -0.3821 
AI SE......  0.036916 
T-stat.....  -10.350 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3821013


s: 728 

Estimate...  -0.38858 
AI SE......  0.067758 
T-stat.....  -5.7347 
p.val......  9.7676e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  652 


Estimate...  -0.35173 
AI SE......  0.12154 
T-stat.....  -2.8939 
p.val......  0.0038054 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  578 


Estimate...  -0.39397 
AI SE......  0.067641 
T-stat.....  -5.8245 
p.val......  5.7298e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  686 


Estimate...  -0.83438 
AI SE......  0.14598 
T-stat.....  -5.7156 
p.val......  1.0932e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21857 


Estimate...  -0.39217 
AI SE......  0.058453 
T-stat.....  -6.7093 
p.val......  1.9562e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3921736


s: 729 

Estimate...  -0.4307 
AI SE......  0.076618 
T-stat.....  -5.6214 
p.val......  1.8945e-08 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  648 


Estimate...  -0.48379 
AI SE......  0.10558 
T-stat.....  -4.5822 
p.val......  4.6001e-06 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  592 


Estimate...  -0.32437 
AI SE......  0.066976 
T-stat.....  -4.8431 
p.val......  1.2785e-06 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  671 


Estimate...  -0.29632 
AI SE......  0.19017 
T-stat.....  -1.5582 
p.val......  0.11918 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  23676 


Estimate...  -0.36533 
AI SE......  0.041909 
T-stat.....  -8.7172 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.3653287


s: 730 

Estimate...  -0.40076 
AI SE......  0.074765 
T-stat.....  -5.3603 
p.val......  8.309e-08 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  622 


Estimate...  -0.54653 
AI SE......  0.11107 
T-stat.....  -4.9207 
p.val......  8.6217e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  585 


Estimate...  -0.36974 
AI SE......  0.064184 
T-stat.....  -5.7607 
p.val......  8.3772e-09 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  685 


Estimate...  -0.61257 
AI SE......  0.17272 
T-stat.....  -3.5465 
p.val......  0.00039035 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  18495 


Estimate...  -0.36281 
AI SE......  0.050668 
T-stat.....  -7.1606 
p.val......  8.0336e-13 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3628131


s: 731 

Estimate...  -0.34959 
AI SE......  0.066332 
T-stat.....  -5.2702 
p.val......  1.3624e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  643 


Estimate...  -0.6192 
AI SE......  0.14669 
T-stat.....  -4.2211 
p.val......  2.4308e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  601 


Estimate...  -0.43428 
AI SE......  0.061217 
T-stat.....  -7.0941 
p.val......  1.3021e-12 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  667 


Estimate...  -0.47545 
AI SE......  0.13221 
T-stat.....  -3.5963 
p.val......  0.00032277 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  17366 


Estimate...  -0.39938 
AI SE......  0.050569 
T-stat.....  -7.8977 
p.val......  2.8866e-15 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3993831


s: 732 

Estimate...  -0.37827 
AI SE......  0.075506 
T-stat.....  -5.0097 
p.val......  5.4504e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  635 


Estimate...  -0.50267 
AI SE......  0.16184 
T-stat.....  -3.1059 
p.val......  0.0018969 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  618 


Estimate...  -0.35044 
AI SE......  0.063317 
T-stat.....  -5.5347 
p.val......  3.1184e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  667 


Estimate...  -0.19865 
AI SE......  0.15091 
T-stat.....  -1.3163 
p.val......  0.18807 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  16626 


Estimate...  -0.4179 
AI SE......  0.05755 
T-stat.....  -7.2616 
p.val......  3.8258e-13 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4179029


s: 733 

Estimate...  -0.41037 
AI SE......  0.071142 
T-stat.....  -5.7683 
p.val......  8.0074e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  645 


Estimate...  -0.65496 
AI SE......  0.12460 
T-stat.....  -5.2564 
p.val......  1.4690e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  603 


Estimate...  -0.34134 
AI SE......  0.063949 
T-stat.....  -5.3378 
p.val......  9.4105e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  675 


Estimate...  -0.49571 
AI SE......  0.12284 
T-stat.....  -4.0353 
p.val......  5.4528e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  25350 


Estimate...  -0.39923 
AI SE......  0.043073 
T-stat.....  -9.2687 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3992279


s: 734 

Estimate...  -0.37569 
AI SE......  0.067925 
T-stat.....  -5.5309 
p.val......  3.1857e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  623 


Estimate...  -0.38575 
AI SE......  0.094039 
T-stat.....  -4.1021 
p.val......  4.0946e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  605 


Estimate...  -0.42654 
AI SE......  0.063027 
T-stat.....  -6.7675 
p.val......  1.3102e-11 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  666 


Estimate...  -0.48915 
AI SE......  0.12229 
T-stat.....  -3.9999 
p.val......  6.3366e-05 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  19988 


Estimate...  -0.39523 
AI SE......  0.047384 
T-stat.....  -8.3411 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3952345


s: 735 

Estimate...  -0.4542 
AI SE......  0.073993 
T-stat.....  -6.1384 
p.val......  8.3373e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  630 


Estimate...  -0.37630 
AI SE......  0.12372 
T-stat.....  -3.0417 
p.val......  0.0023528 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  561 


Estimate...  -0.36947 
AI SE......  0.064766 
T-stat.....  -5.7047 
p.val......  1.1653e-08 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  703 


Estimate...  -0.14363 
AI SE......  0.15252 
T-stat.....  -0.94174 
p.val......  0.34633 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  19025 


Estimate...  -0.3871 
AI SE......  0.031372 
T-stat.....  -12.339 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3870971


s: 736 

Estimate...  -0.40851 
AI SE......  0.079126 
T-stat.....  -5.1627 
p.val......  2.4342e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  626 


Estimate...  -0.49439 
AI SE......  0.11643 
T-stat.....  -4.2462 
p.val......  2.1747e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  591 


Estimate...  -0.39763 
AI SE......  0.065568 
T-stat.....  -6.0644 
p.val......  1.3244e-09 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  673 


Estimate...  -0.21475 
AI SE......  0.17132 
T-stat.....  -1.2535 
p.val......  0.21002 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  16783 


Estimate...  -0.41508 
AI SE......  0.047322 
T-stat.....  -8.7713 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.4150772


s: 737 

Estimate...  -0.31842 
AI SE......  0.07675 
T-stat.....  -4.1489 
p.val......  3.341e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  666 


Estimate...  -0.5299 
AI SE......  0.15153 
T-stat.....  -3.4971 
p.val......  0.00047038 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  614 


Estimate...  -0.30159 
AI SE......  0.07367 
T-stat.....  -4.0939 
p.val......  4.2422e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  683 


Estimate...  -0.29837 
AI SE......  0.14621 
T-stat.....  -2.0407 
p.val......  0.041282 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  20058 


Estimate...  -0.35788 
AI SE......  0.033412 
T-stat.....  -10.711 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3578776


s: 738 

Estimate...  -0.43081 
AI SE......  0.075869 
T-stat.....  -5.6784 
p.val......  1.3598e-08 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  614 


Estimate...  -0.45597 
AI SE......  0.11017 
T-stat.....  -4.1390 
p.val......  3.4889e-05 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  567 


Estimate...  -0.52578 
AI SE......  0.062022 
T-stat.....  -8.4774 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  662 


Estimate...  -0.41499 
AI SE......  0.14139 
T-stat.....  -2.9351 
p.val......  0.0033347 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  20928 


Estimate...  -0.41364 
AI SE......  0.056348 
T-stat.....  -7.3408 
p.val......  2.1227e-13 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  432 

           [,1]
[1,] -0.4136391


s: 739 

Estimate...  -0.39952 
AI SE......  0.073322 
T-stat.....  -5.4488 
p.val......  5.0708e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  664 


Estimate...  -0.45109 
AI SE......  0.085548 
T-stat.....  -5.273 
p.val......  1.3424e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  585 


Estimate...  -0.40811 
AI SE......  0.062804 
T-stat.....  -6.498 
p.val......  8.1378e-11 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  701 


Estimate...  -0.61127 
AI SE......  0.20213 
T-stat.....  -3.0242 
p.val......  0.0024930 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  17886 


Estimate...  -0.36271 
AI SE......  0.024957 
T-stat.....  -14.534 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3627069


s: 740 

Estimate...  -0.43842 
AI SE......  0.07273 
T-stat.....  -6.0281 
p.val......  1.6592e-09 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  641 


Estimate...  -0.43131 
AI SE......  0.12132 
T-stat.....  -3.5552 
p.val......  0.00037769 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  591 


Estimate...  -0.44574 
AI SE......  0.068148 
T-stat.....  -6.5407 
p.val......  6.1231e-11 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  654 


Estimate...  -0.41372 
AI SE......  0.13836 
T-stat.....  -2.9903 
p.val......  0.0027872 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  23102 


Estimate...  -0.39810 
AI SE......  0.043935 
T-stat.....  -9.0612 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3981041


s: 741 

Estimate...  -0.4581 
AI SE......  0.067341 
T-stat.....  -6.8027 
p.val......  1.0265e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  680 


Estimate...  -0.49261 
AI SE......  0.13163 
T-stat.....  -3.7423 
p.val......  0.00018233 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  592 


Estimate...  -0.36458 
AI SE......  0.063219 
T-stat.....  -5.767 
p.val......  8.0698e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  668 


Estimate...  -0.55165 
AI SE......  0.12613 
T-stat.....  -4.3737 
p.val......  1.2213e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  27066 


Estimate...  -0.41712 
AI SE......  0.044277 
T-stat.....  -9.4207 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4171168


s: 742 

Estimate...  -0.31318 
AI SE......  0.076978 
T-stat.....  -4.0684 
p.val......  4.7327e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  640 


Estimate...  -0.52929 
AI SE......  0.13721 
T-stat.....  -3.8576 
p.val......  0.00011450 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  568 


Estimate...  -0.34924 
AI SE......  0.060922 
T-stat.....  -5.7326 
p.val......  9.892e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  670 


Estimate...  -0.3823 
AI SE......  0.1205 
T-stat.....  -3.1726 
p.val......  0.0015108 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  24191 


Estimate...  -0.40161 
AI SE......  0.04173 
T-stat.....  -9.624 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4016092


s: 743 

Estimate...  -0.44446 
AI SE......  0.071248 
T-stat.....  -6.2381 
p.val......  4.4278e-10 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  617 


Estimate...  -0.40975 
AI SE......  0.13372 
T-stat.....  -3.0643 
p.val......  0.0021816 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  572 


Estimate...  -0.4285 
AI SE......  0.061677 
T-stat.....  -6.9476 
p.val......  3.7168e-12 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  673 


Estimate...  -0.071154 
AI SE......  0.18958 
T-stat.....  -0.37533 
p.val......  0.70742 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  14916 


Estimate...  -0.40782 
AI SE......  0.032366 
T-stat.....  -12.600 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  446 
Matched number of observations...............  446 
Matched number of observations  (unweighted).  446 

           [,1]
[1,] -0.4078216


s: 744 

Estimate...  -0.35936 
AI SE......  0.064595 
T-stat.....  -5.5633 
p.val......  2.6477e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  629 


Estimate...  -0.43646 
AI SE......  0.11922 
T-stat.....  -3.6611 
p.val......  0.00025112 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  613 


Estimate...  -0.37629 
AI SE......  0.06085 
T-stat.....  -6.1839 
p.val......  6.2534e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  682 


Estimate...  -0.51019 
AI SE......  0.12628 
T-stat.....  -4.0403 
p.val......  5.339e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18867 


Estimate...  -0.38195 
AI SE......  0.060096 
T-stat.....  -6.3557 
p.val......  2.0748e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3819532


s: 745 

Estimate...  -0.36001 
AI SE......  0.064487 
T-stat.....  -5.5827 
p.val......  2.3684e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  657 


Estimate...  -0.66596 
AI SE......  0.13291 
T-stat.....  -5.0107 
p.val......  5.4238e-07 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  609 


Estimate...  -0.33433 
AI SE......  0.062737 
T-stat.....  -5.329 
p.val......  9.8759e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  688 


Estimate...  -0.34827 
AI SE......  0.12126 
T-stat.....  -2.8722 
p.val......  0.0040764 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  24514 


Estimate...  -0.36775 
AI SE......  0.058701 
T-stat.....  -6.2648 
p.val......  3.7338e-10 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3677493


s: 746 

Estimate...  -0.38304 
AI SE......  0.077918 
T-stat.....  -4.9159 
p.val......  8.8371e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  627 


Estimate...  -0.36253 
AI SE......  0.15996 
T-stat.....  -2.2664 
p.val......  0.023428 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  561 


Estimate...  -0.30807 
AI SE......  0.075049 
T-stat.....  -4.1049 
p.val......  4.0444e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  694 


Estimate...  -0.18133 
AI SE......  0.1724 
T-stat.....  -1.0518 
p.val......  0.29289 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  16518 


Estimate...  -0.34872 
AI SE......  0.048416 
T-stat.....  -7.2026 
p.val......  5.9064e-13 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

         [,1]
[1,] -0.34872


s: 747 

Estimate...  -0.44228 
AI SE......  0.072267 
T-stat.....  -6.1201 
p.val......  9.3517e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  659 


Estimate...  -0.36053 
AI SE......  0.10996 
T-stat.....  -3.2786 
p.val......  0.0010431 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  628 


Estimate...  -0.39472 
AI SE......  0.064308 
T-stat.....  -6.138 
p.val......  8.3582e-10 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  750 


Estimate...  -0.58909 
AI SE......  0.13971 
T-stat.....  -4.2165 
p.val......  2.4813e-05 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  18781 


Estimate...  -0.38055 
AI SE......  0.043621 
T-stat.....  -8.724 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  493 
Matched number of observations...............  493 
Matched number of observations  (unweighted).  493 

           [,1]
[1,] -0.3805476


s: 748 

Estimate...  -0.38856 
AI SE......  0.067115 
T-stat.....  -5.7894 
p.val......  7.0644e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  637 


Estimate...  -0.44221 
AI SE......  0.10669 
T-stat.....  -4.1447 
p.val......  3.402e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  605 


Estimate...  -0.33046 
AI SE......  0.060643 
T-stat.....  -5.4493 
p.val......  5.0578e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  691 


Estimate...  -0.53171 
AI SE......  0.15853 
T-stat.....  -3.354 
p.val......  0.00079648 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  21924 


Estimate...  -0.41616 
AI SE......  0.045423 
T-stat.....  -9.162 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4161648


s: 749 

Estimate...  -0.41666 
AI SE......  0.07924 
T-stat.....  -5.2582 
p.val......  1.4549e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  660 


Estimate...  -0.40904 
AI SE......  0.13489 
T-stat.....  -3.0323 
p.val......  0.0024267 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  596 


Estimate...  -0.3645 
AI SE......  0.063331 
T-stat.....  -5.7555 
p.val......  8.6373e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  705 


Estimate...  -0.39845 
AI SE......  0.14330 
T-stat.....  -2.7806 
p.val......  0.0054263 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  15647 


Estimate...  -0.3772 
AI SE......  0.069554 
T-stat.....  -5.4231 
p.val......  5.8587e-08 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3771963


s: 750 

Estimate...  -0.44752 
AI SE......  0.067522 
T-stat.....  -6.6279 
p.val......  3.406e-11 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  626 


Estimate...  -0.55722 
AI SE......  0.15998 
T-stat.....  -3.4831 
p.val......  0.00049563 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  577 


Estimate...  -0.34213 
AI SE......  0.063478 
T-stat.....  -5.3897 
p.val......  7.0568e-08 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  677 


Estimate...  -0.54268 
AI SE......  0.14873 
T-stat.....  -3.6488 
p.val......  0.00026343 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  19472 


Estimate...  -0.41692 
AI SE......  0.051683 
T-stat.....  -8.0668 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  432 

           [,1]
[1,] -0.4169171


s: 751 

Estimate...  -0.42779 
AI SE......  0.070054 
T-stat.....  -6.1066 
p.val......  1.0179e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  654 


Estimate...  -0.41649 
AI SE......  0.11261 
T-stat.....  -3.6987 
p.val......  0.00021670 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  595 


Estimate...  -0.28526 
AI SE......  0.06923 
T-stat.....  -4.1204 
p.val......  3.7825e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  641 


Estimate...  -0.3833 
AI SE......  0.14509 
T-stat.....  -2.6419 
p.val......  0.0082437 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  20667 


Estimate...  -0.42285 
AI SE......  0.043111 
T-stat.....  -9.8083 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4228465


s: 752 

Estimate...  -0.49011 
AI SE......  0.063394 
T-stat.....  -7.7313 
p.val......  1.0658e-14 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  698 


Estimate...  -0.53795 
AI SE......  0.12992 
T-stat.....  -4.1407 
p.val......  3.4621e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  598 


Estimate...  -0.39914 
AI SE......  0.05837 
T-stat.....  -6.8381 
p.val......  8.0254e-12 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  708 


Estimate...  -0.50965 
AI SE......  0.17154 
T-stat.....  -2.971 
p.val......  0.0029681 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  16902 


Estimate...  -0.37013 
AI SE......  0.048263 
T-stat.....  -7.669 
p.val......  1.7319e-14 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3701262


s: 753 

Estimate...  -0.51076 
AI SE......  0.10025 
T-stat.....  -5.0947 
p.val......  3.4930e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  649 


Estimate...  -0.39669 
AI SE......  0.13559 
T-stat.....  -2.9257 
p.val......  0.0034368 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  571 


Estimate...  -0.39867 
AI SE......  0.074264 
T-stat.....  -5.3683 
p.val......  7.9481e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  690 


Estimate...  -0.36591 
AI SE......  0.14616 
T-stat.....  -2.5035 
p.val......  0.012298 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  17514 


Estimate...  -0.35133 
AI SE......  0.036109 
T-stat.....  -9.7295 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3513264


s: 754 

Estimate...  -0.33762 
AI SE......  0.077864 
T-stat.....  -4.336 
p.val......  1.4511e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  646 


Estimate...  -0.53519 
AI SE......  0.15544 
T-stat.....  -3.443 
p.val......  0.00057533 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  566 


Estimate...  -0.38075 
AI SE......  0.074334 
T-stat.....  -5.1222 
p.val......  3.0206e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  635 


Estimate...  -0.4651 
AI SE......  0.16651 
T-stat.....  -2.7932 
p.val......  0.0052193 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  12547 


Estimate...  -0.39914 
AI SE......  0.054323 
T-stat.....  -7.3475 
p.val......  2.0206e-13 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3991352


s: 755 

Estimate...  -0.44231 
AI SE......  0.072513 
T-stat.....  -6.0997 
p.val......  1.0627e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  673 


Estimate...  -0.62208 
AI SE......  0.1191 
T-stat.....  -5.2231 
p.val......  1.7593e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  583 


Estimate...  -0.31148 
AI SE......  0.05953 
T-stat.....  -5.2323 
p.val......  1.6740e-07 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  696 


Estimate...  -0.45563 
AI SE......  0.21481 
T-stat.....  -2.1211 
p.val......  0.033914 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  13960 


Estimate...  -0.40291 
AI SE......  0.028454 
T-stat.....  -14.160 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

         [,1]
[1,] -0.40291


s: 756 

Estimate...  -0.44301 
AI SE......  0.068202 
T-stat.....  -6.4955 
p.val......  8.2745e-11 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  622 


Estimate...  -0.37383 
AI SE......  0.14125 
T-stat.....  -2.6466 
p.val......  0.0081312 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  565 


Estimate...  -0.40231 
AI SE......  0.064187 
T-stat.....  -6.2677 
p.val......  3.664e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  659 


Estimate...  -0.34181 
AI SE......  0.13289 
T-stat.....  -2.5721 
p.val......  0.010109 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  22471 


Estimate...  -0.37929 
AI SE......  0.033232 
T-stat.....  -11.413 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

          [,1]
[1,] -0.379289


s: 757 

Estimate...  -0.43004 
AI SE......  0.068226 
T-stat.....  -6.3031 
p.val......  2.9167e-10 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  654 


Estimate...  -0.47411 
AI SE......  0.15858 
T-stat.....  -2.9897 
p.val......  0.0027924 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  586 


Estimate...  -0.34242 
AI SE......  0.06409 
T-stat.....  -5.3428 
p.val......  9.1515e-08 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  626 


Estimate...  -0.50496 
AI SE......  0.14424 
T-stat.....  -3.5008 
p.val......  0.00046392 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  20964 


Estimate...  -0.3891 
AI SE......  0.024635 
T-stat.....  -15.794 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  439 

           [,1]
[1,] -0.3890986


s: 758 

Estimate...  -0.37981 
AI SE......  0.072054 
T-stat.....  -5.2712 
p.val......  1.3555e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  667 


Estimate...  -0.26511 
AI SE......  0.21206 
T-stat.....  -1.2502 
p.val......  0.21123 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  605 


Estimate...  -0.32332 
AI SE......  0.068182 
T-stat.....  -4.742 
p.val......  2.1158e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  688 


Estimate...  -0.29176 
AI SE......  0.11166 
T-stat.....  -2.613 
p.val......  0.008975 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  21857 


Estimate...  -0.4052 
AI SE......  0.049046 
T-stat.....  -8.2616 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4052021


s: 759 

Estimate...  -0.33299 
AI SE......  0.075475 
T-stat.....  -4.412 
p.val......  1.0243e-05 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  652 


Estimate...  -0.24068 
AI SE......  0.14237 
T-stat.....  -1.6905 
p.val......  0.090932 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  602 


Estimate...  -0.36658 
AI SE......  0.065097 
T-stat.....  -5.6312 
p.val......  1.7896e-08 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  669 


Estimate...  -0.39952 
AI SE......  0.12004 
T-stat.....  -3.3282 
p.val......  0.00087417 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  25999 


Estimate...  -0.38834 
AI SE......  0.033394 
T-stat.....  -11.629 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.3883403


s: 760 

Estimate...  -0.43337 
AI SE......  0.066373 
T-stat.....  -6.5293 
p.val......  6.61e-11 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  656 


Estimate...  -0.60506 
AI SE......  0.11640 
T-stat.....  -5.1983 
p.val......  2.0107e-07 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  590 


Estimate...  -0.40478 
AI SE......  0.064479 
T-stat.....  -6.2778 
p.val......  3.4347e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  680 


Estimate...  -0.25689 
AI SE......  0.17424 
T-stat.....  -1.4743 
p.val......  0.14040 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  18314 


Estimate...  -0.36968 
AI SE......  0.064488 
T-stat.....  -5.7325 
p.val......  9.8934e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3696797


s: 761 

Estimate...  -0.34953 
AI SE......  0.07372 
T-stat.....  -4.7414 
p.val......  2.1228e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  661 


Estimate...  -0.55872 
AI SE......  0.14928 
T-stat.....  -3.7427 
p.val......  0.00018207 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  613 


Estimate...  -0.36749 
AI SE......  0.069335 
T-stat.....  -5.3002 
p.val......  1.1567e-07 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  687 


Estimate...  -0.54379 
AI SE......  0.14791 
T-stat.....  -3.6765 
p.val......  0.00023646 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  17022 


Estimate...  -0.4112 
AI SE......  0.041074 
T-stat.....  -10.011 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.4112016


s: 762 

Estimate...  -0.38228 
AI SE......  0.06505 
T-stat.....  -5.8767 
p.val......  4.1863e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  623 


Estimate...  -0.52163 
AI SE......  0.097296 
T-stat.....  -5.3613 
p.val......  8.2623e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  586 


Estimate...  -0.33060 
AI SE......  0.05993 
T-stat.....  -5.5164 
p.val......  3.4595e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  654 


Estimate...  -0.46707 
AI SE......  0.11631 
T-stat.....  -4.0158 
p.val......  5.9233e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  24062 


Estimate...  -0.3741 
AI SE......  0.043685 
T-stat.....  -8.5634 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3740974


s: 763 

Estimate...  -0.47476 
AI SE......  0.071542 
T-stat.....  -6.6362 
p.val......  3.219e-11 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  664 


Estimate...  -0.56036 
AI SE......  0.12607 
T-stat.....  -4.4449 
p.val......  8.7919e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  581 


Estimate...  -0.38205 
AI SE......  0.065398 
T-stat.....  -5.842 
p.val......  5.1594e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  647 


Estimate...  -0.45768 
AI SE......  0.14606 
T-stat.....  -3.1334 
p.val......  0.0017278 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  18765 


Estimate...  -0.4002 
AI SE......  0.033319 
T-stat.....  -12.011 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

          [,1]
[1,] -0.400197


s: 764 

Estimate...  -0.45807 
AI SE......  0.07058 
T-stat.....  -6.49 
p.val......  8.58e-11 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  639 


Estimate...  -0.48315 
AI SE......  0.14307 
T-stat.....  -3.377 
p.val......  0.00073287 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  587 


Estimate...  -0.35218 
AI SE......  0.078658 
T-stat.....  -4.4774 
p.val......  7.5561e-06 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  695 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.20462 
AI SE......  0.044862 
T-stat.....  -4.5610 
p.val......  5.0899e-06 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  249216 


Estimate...  -0.37534 
AI SE......  0.042052 
T-stat.....  -8.9257 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3753431


s: 765 

Estimate...  -0.48521 
AI SE......  0.063169 
T-stat.....  -7.6812 
p.val......  1.5765e-14 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  687 


Estimate...  -0.42168 
AI SE......  0.12244 
T-stat.....  -3.4441 
p.val......  0.00057306 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  620 


Estimate...  -0.29737 
AI SE......  0.064276 
T-stat.....  -4.6265 
p.val......  3.7188e-06 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  689 


Estimate...  -0.25797 
AI SE......  0.18889 
T-stat.....  -1.3657 
p.val......  0.17202 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  13679 


Estimate...  -0.4155 
AI SE......  0.030907 
T-stat.....  -13.444 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  487 
Matched number of observations...............  487 
Matched number of observations  (unweighted).  487 

           [,1]
[1,] -0.4155011


s: 766 

Estimate...  -0.38898 
AI SE......  0.075205 
T-stat.....  -5.1723 
p.val......  2.3120e-07 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  640 


Estimate...  -0.57854 
AI SE......  0.13040 
T-stat.....  -4.4368 
p.val......  9.1323e-06 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  544 


Estimate...  -0.39703 
AI SE......  0.070842 
T-stat.....  -5.6044 
p.val......  2.0896e-08 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  624 


Estimate...  -0.45289 
AI SE......  0.15025 
T-stat.....  -3.0142 
p.val......  0.0025763 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  21397 


Estimate...  -0.42306 
AI SE......  0.058709 
T-stat.....  -7.206 
p.val......  5.7598e-13 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  439 

           [,1]
[1,] -0.4230581


s: 767 

Estimate...  -0.37099 
AI SE......  0.067088 
T-stat.....  -5.5299 
p.val......  3.2041e-08 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  654 


Estimate...  -0.46966 
AI SE......  0.12775 
T-stat.....  -3.6765 
p.val......  0.00023641 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  602 


Estimate...  -0.33536 
AI SE......  0.061457 
T-stat.....  -5.4569 
p.val......  4.846e-08 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  670 


Estimate...  -0.41858 
AI SE......  0.14293 
T-stat.....  -2.9287 
p.val......  0.0034042 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  19836 


Estimate...  -0.40026 
AI SE......  0.047657 
T-stat.....  -8.3987 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.4002591


s: 768 

Estimate...  -0.42059 
AI SE......  0.081528 
T-stat.....  -5.1589 
p.val......  2.4841e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  648 


Estimate...  -0.30538 
AI SE......  0.13312 
T-stat.....  -2.294 
p.val......  0.021790 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  577 


Estimate...  -0.38076 
AI SE......  0.071306 
T-stat.....  -5.3399 
p.val......  9.3015e-08 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  634 


Estimate...  -0.38118 
AI SE......  0.17528 
T-stat.....  -2.1747 
p.val......  0.029656 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  12201 


Estimate...  -0.42634 
AI SE......  0.052962 
T-stat.....  -8.05 
p.val......  8.8818e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.4263402


s: 769 

Estimate...  -0.43544 
AI SE......  0.07046 
T-stat.....  -6.1799 
p.val......  6.415e-10 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  672 


Estimate...  -0.40425 
AI SE......  0.14598 
T-stat.....  -2.7691 
p.val......  0.0056206 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  639 


Estimate...  -0.3881 
AI SE......  0.065337 
T-stat.....  -5.94 
p.val......  2.8494e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  736 


Estimate...  -0.26723 
AI SE......  0.14613 
T-stat.....  -1.8287 
p.val......  0.067439 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  20218 


Estimate...  -0.37483 
AI SE......  0.034613 
T-stat.....  -10.829 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.3748348


s: 770 

Estimate...  -0.39147 
AI SE......  0.08395 
T-stat.....  -4.6631 
p.val......  3.1143e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  634 


Estimate...  -0.60192 
AI SE......  0.12863 
T-stat.....  -4.6796 
p.val......  2.8745e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  579 


Estimate...  -0.46484 
AI SE......  0.072442 
T-stat.....  -6.4168 
p.val......  1.3915e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  629 


Estimate...  -0.45759 
AI SE......  0.18997 
T-stat.....  -2.4087 
p.val......  0.016007 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  18795 


Estimate...  -0.41912 
AI SE......  0.039775 
T-stat.....  -10.537 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4191244


s: 771 

Estimate...  -0.39791 
AI SE......  0.071104 
T-stat.....  -5.5962 
p.val......  2.1904e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  639 


Estimate...  -0.64354 
AI SE......  0.12969 
T-stat.....  -4.9623 
p.val......  6.9663e-07 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  590 


Estimate...  -0.46656 
AI SE......  0.064289 
T-stat.....  -7.2572 
p.val......  3.9502e-13 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  655 


Estimate...  -0.45588 
AI SE......  0.16968 
T-stat.....  -2.6868 
p.val......  0.0072148 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  18265 


Estimate...  -0.40764 
AI SE......  0.058612 
T-stat.....  -6.9548 
p.val......  3.5303e-12 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4076384


s: 772 

Estimate...  -0.41317 
AI SE......  0.076982 
T-stat.....  -5.3672 
p.val......  7.999e-08 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  624 


Estimate...  -0.56514 
AI SE......  0.16210 
T-stat.....  -3.4863 
p.val......  0.00048979 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  601 


Estimate...  -0.47062 
AI SE......  0.071922 
T-stat.....  -6.5434 
p.val......  6.0135e-11 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  654 


Estimate...  -0.14958 
AI SE......  0.16277 
T-stat.....  -0.91895 
p.val......  0.35812 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  18322 


Estimate...  -0.40383 
AI SE......  0.047151 
T-stat.....  -8.5647 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4038329


s: 773 

Estimate...  -0.45101 
AI SE......  0.086891 
T-stat.....  -5.1904 
p.val......  2.0979e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  631 


Estimate...  -0.52795 
AI SE......  0.11341 
T-stat.....  -4.6554 
p.val......  3.2331e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  605 


Estimate...  -0.34597 
AI SE......  0.069858 
T-stat.....  -4.9525 
p.val......  7.3271e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  662 


Estimate...  -0.31517 
AI SE......  0.16735 
T-stat.....  -1.8833 
p.val......  0.059655 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  19641 


Estimate...  -0.38389 
AI SE......  0.056982 
T-stat.....  -6.737 
p.val......  1.6164e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3838871


s: 774 

Estimate...  -0.33355 
AI SE......  0.06388 
T-stat.....  -5.2214 
p.val......  1.7755e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  598 


Estimate...  -0.36828 
AI SE......  0.11522 
T-stat.....  -3.1963 
p.val......  0.0013921 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  578 


Estimate...  -0.34533 
AI SE......  0.061162 
T-stat.....  -5.6462 
p.val......  1.6401e-08 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  681 


Estimate...  -0.50397 
AI SE......  0.20150 
T-stat.....  -2.5011 
p.val......  0.012379 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  11190 


Estimate...  -0.37467 
AI SE......  0.035552 
T-stat.....  -10.539 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3746716


s: 775 

Estimate...  -0.34484 
AI SE......  0.062119 
T-stat.....  -5.5513 
p.val......  2.8361e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  673 


Estimate...  -0.49404 
AI SE......  0.11664 
T-stat.....  -4.2356 
p.val......  2.2796e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  603 


Estimate...  -0.28043 
AI SE......  0.058614 
T-stat.....  -4.7844 
p.val......  1.7151e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  711 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.25300 
AI SE......  0.043921 
T-stat.....  -5.7602 
p.val......  8.3998e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  248911 


Estimate...  -0.36154 
AI SE......  0.038505 
T-stat.....  -9.3894 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3615427


s: 776 

Estimate...  -0.35263 
AI SE......  0.067506 
T-stat.....  -5.2236 
p.val......  1.7545e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  646 


Estimate...  -0.43566 
AI SE......  0.11247 
T-stat.....  -3.8737 
p.val......  0.00010719 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  599 


Estimate...  -0.38928 
AI SE......  0.063301 
T-stat.....  -6.1497 
p.val......  7.7632e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  675 


Estimate...  -0.56411 
AI SE......  0.14689 
T-stat.....  -3.8404 
p.val......  0.00012285 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  21115 


Estimate...  -0.38098 
AI SE......  0.028905 
T-stat.....  -13.180 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3809843


s: 777 

Estimate...  -0.41465 
AI SE......  0.074867 
T-stat.....  -5.5385 
p.val......  3.0513e-08 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  647 


Estimate...  -0.58009 
AI SE......  0.11871 
T-stat.....  -4.8866 
p.val......  1.0258e-06 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  559 


Estimate...  -0.38794 
AI SE......  0.066238 
T-stat.....  -5.8569 
p.val......  4.7172e-09 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  617 


Estimate...  -0.22915 
AI SE......  0.14392 
T-stat.....  -1.5922 
p.val......  0.11134 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  16908 


Estimate...  -0.43119 
AI SE......  0.052326 
T-stat.....  -8.2404 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.4311888


s: 778 

Estimate...  -0.42246 
AI SE......  0.064495 
T-stat.....  -6.5503 
p.val......  5.7409e-11 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  623 


Estimate...  -0.4733 
AI SE......  0.12394 
T-stat.....  -3.8189 
p.val......  0.00013405 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  566 


Estimate...  -0.38166 
AI SE......  0.062525 
T-stat.....  -6.1042 
p.val......  1.0332e-09 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  665 


Estimate...  -0.46423 
AI SE......  0.15172 
T-stat.....  -3.0597 
p.val......  0.0022156 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  15814 


Estimate...  -0.40637 
AI SE......  0.029838 
T-stat.....  -13.619 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.4063733


s: 779 

Estimate...  -0.48642 
AI SE......  0.068064 
T-stat.....  -7.1466 
p.val......  8.8973e-13 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  691 


Estimate...  -0.53366 
AI SE......  0.09433 
T-stat.....  -5.6574 
p.val......  1.5368e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  622 


Estimate...  -0.41012 
AI SE......  0.059854 
T-stat.....  -6.8521 
p.val......  7.2768e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  691 


Estimate...  -0.53062 
AI SE......  0.13758 
T-stat.....  -3.8569 
p.val......  0.00011483 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  21231 


Estimate...  -0.37859 
AI SE......  0.037143 
T-stat.....  -10.193 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3785858


s: 780 

Estimate...  -0.45574 
AI SE......  0.06569 
T-stat.....  -6.9377 
p.val......  3.985e-12 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  652 


Estimate...  -0.48447 
AI SE......  0.12699 
T-stat.....  -3.8152 
p.val......  0.00013609 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  607 


Estimate...  -0.36045 
AI SE......  0.07291 
T-stat.....  -4.9438 
p.val......  7.662e-07 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  688 


Estimate...  -0.26093 
AI SE......  0.13174 
T-stat.....  -1.9806 
p.val......  0.047634 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  23144 


Estimate...  -0.42349 
AI SE......  0.049749 
T-stat.....  -8.5125 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4234862


s: 781 

Estimate...  -0.44986 
AI SE......  0.069568 
T-stat.....  -6.4665 
p.val......  1.0027e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  649 


Estimate...  -0.5927 
AI SE......  0.14121 
T-stat.....  -4.1974 
p.val......  2.7002e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  575 


Estimate...  -0.48674 
AI SE......  0.06506 
T-stat.....  -7.4815 
p.val......  7.3497e-14 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  655 


Estimate...  -0.73079 
AI SE......  0.14171 
T-stat.....  -5.1569 
p.val......  2.5104e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  22128 


Estimate...  -0.42082 
AI SE......  0.048533 
T-stat.....  -8.6709 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4208203


s: 782 

Estimate...  -0.29295 
AI SE......  0.073657 
T-stat.....  -3.9772 
p.val......  6.9739e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  690 


Estimate...  -0.5452 
AI SE......  0.11737 
T-stat.....  -4.6453 
p.val......  3.3962e-06 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  596 


Estimate...  -0.41411 
AI SE......  0.066509 
T-stat.....  -6.2263 
p.val......  4.7749e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  696 


Estimate...  -0.38257 
AI SE......  0.19224 
T-stat.....  -1.9901 
p.val......  0.046584 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  18653 


Estimate...  -0.41877 
AI SE......  0.028617 
T-stat.....  -14.634 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4187733


s: 783 

Estimate...  -0.37571 
AI SE......  0.083349 
T-stat.....  -4.5077 
p.val......  6.5528e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  614 


Estimate...  -0.5596 
AI SE......  0.12075 
T-stat.....  -4.6343 
p.val......  3.5821e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  586 


Estimate...  -0.36551 
AI SE......  0.069282 
T-stat.....  -5.2757 
p.val......  1.3224e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  689 


Estimate...  -0.42443 
AI SE......  0.15682 
T-stat.....  -2.7066 
p.val......  0.006798 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  17986 


Estimate...  -0.44619 
AI SE......  0.073198 
T-stat.....  -6.0957 
p.val......  1.0894e-09 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4461926


s: 784 

Estimate...  -0.37432 
AI SE......  0.076814 
T-stat.....  -4.873 
p.val......  1.0990e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  609 


Estimate...  -0.43672 
AI SE......  0.11201 
T-stat.....  -3.8988 
p.val......  9.6681e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  598 


Estimate...  -0.39099 
AI SE......  0.062735 
T-stat.....  -6.2324 
p.val......  4.5936e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  692 


Estimate...  -0.22743 
AI SE......  0.12179 
T-stat.....  -1.8674 
p.val......  0.061844 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  22226 


Estimate...  -0.37869 
AI SE......  0.029387 
T-stat.....  -12.887 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3786935


s: 785 

Estimate...  -0.38084 
AI SE......  0.075303 
T-stat.....  -5.0574 
p.val......  4.2490e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  626 


Estimate...  -0.42737 
AI SE......  0.13696 
T-stat.....  -3.1204 
p.val......  0.0018059 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  563 


Estimate...  -0.39487 
AI SE......  0.061785 
T-stat.....  -6.391 
p.val......  1.6474e-10 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  654 


Estimate...  -0.34249 
AI SE......  0.14513 
T-stat.....  -2.3599 
p.val......  0.018282 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  16144 


Estimate...  -0.41831 
AI SE......  0.062321 
T-stat.....  -6.7122 
p.val......  1.9167e-11 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

          [,1]
[1,] -0.418314


s: 786 

Estimate...  -0.45152 
AI SE......  0.085979 
T-stat.....  -5.2515 
p.val......  1.5083e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  646 


Estimate...  -0.32756 
AI SE......  0.14845 
T-stat.....  -2.2065 
p.val......  0.027349 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  590 


Estimate...  -0.34484 
AI SE......  0.075333 
T-stat.....  -4.5775 
p.val......  4.7053e-06 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  659 


Estimate...  -0.4926 
AI SE......  0.16836 
T-stat.....  -2.9258 
p.val......  0.0034356 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  19350 


Estimate...  -0.40003 
AI SE......  0.063326 
T-stat.....  -6.317 
p.val......  2.6662e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.4000314


s: 787 

Estimate...  -0.44854 
AI SE......  0.083332 
T-stat.....  -5.3826 
p.val......  7.3435e-08 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  660 


Estimate...  -0.50537 
AI SE......  0.14253 
T-stat.....  -3.5457 
p.val......  0.00039151 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  609 


Estimate...  -0.44444 
AI SE......  0.074345 
T-stat.....  -5.9781 
p.val......  2.2569e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  665 


Estimate...  -0.37002 
AI SE......  0.12188 
T-stat.....  -3.0361 
p.val......  0.0023967 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  20265 


Estimate...  -0.41188 
AI SE......  0.052754 
T-stat.....  -7.8075 
p.val......  5.7732e-15 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4118762


s: 788 

Estimate...  -0.52202 
AI SE......  0.078684 
T-stat.....  -6.6344 
p.val......  3.2577e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  659 


Estimate...  -0.7829 
AI SE......  0.13973 
T-stat.....  -5.6029 
p.val......  2.1083e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  580 


Estimate...  -0.38242 
AI SE......  0.064394 
T-stat.....  -5.9387 
p.val......  2.8727e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  661 


Estimate...  -0.39275 
AI SE......  0.19175 
T-stat.....  -2.0483 
p.val......  0.040534 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  17360 


Estimate...  -0.4446 
AI SE......  0.05759 
T-stat.....  -7.7201 
p.val......  1.1546e-14 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4445996


s: 789 

Estimate...  -0.43435 
AI SE......  0.068058 
T-stat.....  -6.382 
p.val......  1.7474e-10 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  617 


Estimate...  -0.47159 
AI SE......  0.10082 
T-stat.....  -4.6774 
p.val......  2.9057e-06 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  562 


Estimate...  -0.34732 
AI SE......  0.06195 
T-stat.....  -5.6065 
p.val......  2.0646e-08 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  625 


Estimate...  -0.50596 
AI SE......  0.13570 
T-stat.....  -3.7286 
p.val......  0.00019253 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  22992 


Estimate...  -0.37762 
AI SE......  0.05531 
T-stat.....  -6.8272 
p.val......  8.6575e-12 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.3776173


s: 790 

Estimate...  -0.50122 
AI SE......  0.06346 
T-stat.....  -7.8982 
p.val......  2.8866e-15 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  639 


Estimate...  -0.53036 
AI SE......  0.13051 
T-stat.....  -4.0637 
p.val......  4.8303e-05 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  585 


Estimate...  -0.36379 
AI SE......  0.061265 
T-stat.....  -5.938 
p.val......  2.8845e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  687 


Estimate...  -0.44695 
AI SE......  0.15660 
T-stat.....  -2.8541 
p.val......  0.0043166 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  18338 


Estimate...  -0.40458 
AI SE......  0.033880 
T-stat.....  -11.942 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4045838


s: 791 

Estimate...  -0.44665 
AI SE......  0.0761 
T-stat.....  -5.8692 
p.val......  4.3784e-09 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  588 


Estimate...  -0.28937 
AI SE......  0.12245 
T-stat.....  -2.3633 
p.val......  0.018114 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  563 


Estimate...  -0.42647 
AI SE......  0.06698 
T-stat.....  -6.3671 
p.val......  1.9263e-10 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  664 


Estimate...  -0.41625 
AI SE......  0.17238 
T-stat.....  -2.4147 
p.val......  0.015750 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  19497 


Estimate...  -0.38836 
AI SE......  0.033266 
T-stat.....  -11.675 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  433 

           [,1]
[1,] -0.3883641


s: 792 

Estimate...  -0.46691 
AI SE......  0.066144 
T-stat.....  -7.0589 
p.val......  1.6782e-12 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  663 


Estimate...  -0.56115 
AI SE......  0.13920 
T-stat.....  -4.0312 
p.val......  5.5503e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  569 


Estimate...  -0.36999 
AI SE......  0.070187 
T-stat.....  -5.2714 
p.val......  1.3538e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  654 


Estimate...  -0.55179 
AI SE......  0.19156 
T-stat.....  -2.8806 
p.val......  0.0039696 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  16799 


Estimate...  -0.4023 
AI SE......  0.041537 
T-stat.....  -9.6854 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4023008


s: 793 

Estimate...  -0.44126 
AI SE......  0.076393 
T-stat.....  -5.7762 
p.val......  7.6405e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  680 


Estimate...  -0.55771 
AI SE......  0.12594 
T-stat.....  -4.4282 
p.val......  9.5018e-06 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  637 


Estimate...  -0.43828 
AI SE......  0.062305 
T-stat.....  -7.0344 
p.val......  2.0020e-12 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  699 


Estimate...  -0.29584 
AI SE......  0.15461 
T-stat.....  -1.9135 
p.val......  0.055685 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  15657 


Estimate...  -0.41303 
AI SE......  0.047584 
T-stat.....  -8.68 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.4130292


s: 794 

Estimate...  -0.52043 
AI SE......  0.083236 
T-stat.....  -6.2525 
p.val......  4.0397e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  679 


Estimate...  -0.5016 
AI SE......  0.10054 
T-stat.....  -4.9888 
p.val......  6.0757e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  582 


Estimate...  -0.36649 
AI SE......  0.064032 
T-stat.....  -5.7235 
p.val......  1.0434e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  694 


Estimate...  -0.45275 
AI SE......  0.13449 
T-stat.....  -3.3665 
p.val......  0.00076138 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  17682 


Estimate...  -0.41586 
AI SE......  0.055177 
T-stat.....  -7.5367 
p.val......  4.8184e-14 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4158565


s: 795 

Estimate...  -0.3184 
AI SE......  0.077059 
T-stat.....  -4.1319 
p.val......  3.5973e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  669 


Estimate...  -0.41996 
AI SE......  0.16172 
T-stat.....  -2.5968 
p.val......  0.0094102 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  590 


Estimate...  -0.34055 
AI SE......  0.074381 
T-stat.....  -4.5785 
p.val......  4.6836e-06 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  665 


Estimate...  -0.61063 
AI SE......  0.15791 
T-stat.....  -3.8669 
p.val......  0.00011024 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  16608 


Estimate...  -0.42872 
AI SE......  0.05294 
T-stat.....  -8.0983 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

          [,1]
[1,] -0.428722


s: 796 

Estimate...  -0.42905 
AI SE......  0.069736 
T-stat.....  -6.1524 
p.val......  7.6307e-10 

Original number of observations..............  1000 
Original number of treated obs...............  418 
Matched number of observations...............  418 
Matched number of observations  (unweighted).  628 


Estimate...  -0.42051 
AI SE......  0.11271 
T-stat.....  -3.731 
p.val......  0.00019074 

Original number of observations..............  1000 
Original number of treated obs...............  418 
Matched number of observations...............  418 
Matched number of observations  (unweighted).  558 


Estimate...  -0.37924 
AI SE......  0.063634 
T-stat.....  -5.9597 
p.val......  2.5269e-09 

Original number of observations..............  1000 
Original number of treated obs...............  418 
Matched number of observations...............  418 
Matched number of observations  (unweighted).  663 


Estimate...  -0.30014 
AI SE......  0.14194 
T-stat.....  -2.1146 
p.val......  0.034465 

Original number of observations..............  1000 
Original number of treated obs...............  418 
Matched number of observations...............  418 
Matched number of observations  (unweighted).  21306 


Estimate...  -0.41419 
AI SE......  0.049788 
T-stat.....  -8.319 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  418 
Matched number of observations...............  418 
Matched number of observations  (unweighted).  418 

           [,1]
[1,] -0.4141871


s: 797 

Estimate...  -0.47289 
AI SE......  0.076697 
T-stat.....  -6.1656 
p.val......  7.0208e-10 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  663 


Estimate...  -0.46237 
AI SE......  0.16683 
T-stat.....  -2.7715 
p.val......  0.0055805 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  618 


Estimate...  -0.50533 
AI SE......  0.068248 
T-stat.....  -7.4043 
p.val......  1.3189e-13 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  712 


Estimate...  -0.62702 
AI SE......  0.15502 
T-stat.....  -4.0449 
p.val......  5.2351e-05 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  18852 


Estimate...  -0.39693 
AI SE......  0.038758 
T-stat.....  -10.241 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  500 
Matched number of observations...............  500 
Matched number of observations  (unweighted).  500 

           [,1]
[1,] -0.3969303


s: 798 

Estimate...  -0.44818 
AI SE......  0.063776 
T-stat.....  -7.0274 
p.val......  2.1037e-12 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  659 


Estimate...  -0.40639 
AI SE......  0.12754 
T-stat.....  -3.1864 
p.val......  0.0014408 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  614 


Estimate...  -0.39792 
AI SE......  0.062167 
T-stat.....  -6.4008 
p.val......  1.5456e-10 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  708 


Estimate...  -0.33925 
AI SE......  0.13488 
T-stat.....  -2.5152 
p.val......  0.011897 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  23561 


Estimate...  -0.40669 
AI SE......  0.049078 
T-stat.....  -8.2865 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4066881


s: 799 

Estimate...  -0.3896 
AI SE......  0.062354 
T-stat.....  -6.2483 
p.val......  4.1500e-10 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  636 


Estimate...  -0.48182 
AI SE......  0.10072 
T-stat.....  -4.7835 
p.val......  1.7223e-06 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  604 


Estimate...  -0.31401 
AI SE......  0.058777 
T-stat.....  -5.3424 
p.val......  9.1736e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  651 


Estimate...  -0.46356 
AI SE......  0.15361 
T-stat.....  -3.0178 
p.val......  0.0025465 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  19715 


Estimate...  -0.39931 
AI SE......  0.036298 
T-stat.....  -11.001 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

          [,1]
[1,] -0.399306


s: 800 

Estimate...  -0.48797 
AI SE......  0.066567 
T-stat.....  -7.3305 
p.val......  2.2937e-13 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  630 


Estimate...  -0.58939 
AI SE......  0.11524 
T-stat.....  -5.1145 
p.val......  3.1458e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  592 


Estimate...  -0.3017 
AI SE......  0.059355 
T-stat.....  -5.0829 
p.val......  3.7163e-07 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  659 


Estimate...  -0.52921 
AI SE......  0.13346 
T-stat.....  -3.9654 
p.val......  7.3278e-05 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  27839 


Estimate...  -0.3592 
AI SE......  0.043188 
T-stat.....  -8.3171 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3592021


s: 801 

Estimate...  -0.44857 
AI SE......  0.083734 
T-stat.....  -5.3571 
p.val......  8.4556e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  629 


Estimate...  -0.39356 
AI SE......  0.11106 
T-stat.....  -3.5436 
p.val......  0.00039474 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  608 


Estimate...  -0.44297 
AI SE......  0.068064 
T-stat.....  -6.5081 
p.val......  7.6086e-11 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  644 


Estimate...  -0.23271 
AI SE......  0.15850 
T-stat.....  -1.4682 
p.val......  0.14205 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  19935 


Estimate...  -0.3743 
AI SE......  0.054103 
T-stat.....  -6.9183 
p.val......  4.5703e-12 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3742993


s: 802 

Estimate...  -0.41278 
AI SE......  0.069024 
T-stat.....  -5.9802 
p.val......  2.2281e-09 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  676 


Estimate...  -0.44373 
AI SE......  0.096005 
T-stat.....  -4.622 
p.val......  3.8013e-06 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  629 


Estimate...  -0.42408 
AI SE......  0.062001 
T-stat.....  -6.8399 
p.val......  7.927e-12 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  694 


Estimate...  -0.35921 
AI SE......  0.12096 
T-stat.....  -2.9698 
p.val......  0.0029803 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  16688 


Estimate...  -0.38214 
AI SE......  0.04775 
T-stat.....  -8.0028 
p.val......  1.1102e-15 

Original number of observations..............  1000 
Original number of treated obs...............  504 
Matched number of observations...............  504 
Matched number of observations  (unweighted).  504 

           [,1]
[1,] -0.3821357


s: 803 

Estimate...  -0.34916 
AI SE......  0.076267 
T-stat.....  -4.5782 
p.val......  4.6902e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  669 


Estimate...  -0.58509 
AI SE......  0.15088 
T-stat.....  -3.8779 
p.val......  0.00010535 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  583 


Estimate...  -0.34606 
AI SE......  0.067308 
T-stat.....  -5.1415 
p.val......  2.7254e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  637 


Estimate...  -0.34646 
AI SE......  0.15915 
T-stat.....  -2.1769 
p.val......  0.029488 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  20296 


Estimate...  -0.37756 
AI SE......  0.038162 
T-stat.....  -9.8936 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3775570


s: 804 

Estimate...  -0.47934 
AI SE......  0.077263 
T-stat.....  -6.204 
p.val......  5.5036e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  632 


Estimate...  -0.60276 
AI SE......  0.13983 
T-stat.....  -4.3108 
p.val......  1.6266e-05 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  581 


Estimate...  -0.39284 
AI SE......  0.06355 
T-stat.....  -6.1816 
p.val......  6.346e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  662 


Estimate...  -0.35197 
AI SE......  0.12535 
T-stat.....  -2.8079 
p.val......  0.0049859 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  20957 


Estimate...  -0.37598 
AI SE......  0.033582 
T-stat.....  -11.196 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3759789


s: 805 

Estimate...  -0.40289 
AI SE......  0.064663 
T-stat.....  -6.2306 
p.val......  4.6471e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  629 


Estimate...  -0.47151 
AI SE......  0.10799 
T-stat.....  -4.3661 
p.val......  1.2649e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  604 


Estimate...  -0.3531 
AI SE......  0.061357 
T-stat.....  -5.7549 
p.val......  8.6691e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  673 


Estimate...  -0.39048 
AI SE......  0.24728 
T-stat.....  -1.5791 
p.val......  0.11432 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  14638 


Estimate...  -0.41894 
AI SE......  0.054472 
T-stat.....  -7.691 
p.val......  1.4655e-14 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.4189425


s: 806 

Estimate...  -0.47498 
AI SE......  0.064525 
T-stat.....  -7.3611 
p.val......  1.823e-13 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  654 


Estimate...  -0.51939 
AI SE......  0.093316 
T-stat.....  -5.5659 
p.val......  2.6074e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  599 


Estimate...  -0.36596 
AI SE......  0.054974 
T-stat.....  -6.6571 
p.val......  2.7931e-11 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  698 


Estimate...  -0.68379 
AI SE......  0.14640 
T-stat.....  -4.6707 
p.val......  3.0012e-06 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  20136 


Estimate...  -0.39358 
AI SE......  0.052467 
T-stat.....  -7.5015 
p.val......  6.3061e-14 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3935795


s: 807 

Estimate...  -0.49247 
AI SE......  0.076777 
T-stat.....  -6.4142 
p.val......  1.4157e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  618 


Estimate...  -0.40032 
AI SE......  0.10707 
T-stat.....  -3.739 
p.val......  0.00018477 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  565 


Estimate...  -0.28619 
AI SE......  0.064721 
T-stat.....  -4.4219 
p.val......  9.7818e-06 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  654 


Estimate...  -0.45787 
AI SE......  0.13211 
T-stat.....  -3.4657 
p.val......  0.00052892 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  19004 


Estimate...  -0.3416 
AI SE......  0.063573 
T-stat.....  -5.3734 
p.val......  7.7258e-08 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3416027


s: 808 

Estimate...  -0.44759 
AI SE......  0.07405 
T-stat.....  -6.0445 
p.val......  1.4988e-09 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  615 


Estimate...  -0.44434 
AI SE......  0.11974 
T-stat.....  -3.7109 
p.val......  0.00020656 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  566 


Estimate...  -0.39777 
AI SE......  0.061461 
T-stat.....  -6.4719 
p.val......  9.6785e-11 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  644 


Estimate...  -0.47029 
AI SE......  0.11901 
T-stat.....  -3.9519 
p.val......  7.7549e-05 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  25147 


Estimate...  -0.41568 
AI SE......  0.041441 
T-stat.....  -10.031 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  445 
Matched number of observations...............  445 
Matched number of observations  (unweighted).  445 

           [,1]
[1,] -0.4156794


s: 809 

Estimate...  -0.33934 
AI SE......  0.091897 
T-stat.....  -3.6926 
p.val......  0.00022195 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  685 


Estimate...  -0.27997 
AI SE......  0.15248 
T-stat.....  -1.8362 
p.val......  0.066334 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  615 


Estimate...  -0.28286 
AI SE......  0.069474 
T-stat.....  -4.0715 
p.val......  4.6707e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  686 


Estimate...  -0.45098 
AI SE......  0.14955 
T-stat.....  -3.0156 
p.val......  0.0025649 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  18386 


Estimate...  -0.36601 
AI SE......  0.067709 
T-stat.....  -5.4056 
p.val......  6.4601e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

          [,1]
[1,] -0.366007


s: 810 

Estimate...  -0.43799 
AI SE......  0.075607 
T-stat.....  -5.7929 
p.val......  6.9171e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  665 


Estimate...  -0.54686 
AI SE......  0.13781 
T-stat.....  -3.9681 
p.val......  7.2442e-05 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  603 


Estimate...  -0.40012 
AI SE......  0.064693 
T-stat.....  -6.1849 
p.val......  6.216e-10 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  687 


Estimate...  -0.48482 
AI SE......  0.11437 
T-stat.....  -4.2392 
p.val......  2.2434e-05 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  22120 


Estimate...  -0.37638 
AI SE......  0.026716 
T-stat.....  -14.088 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.3763773


s: 811 

Estimate...  -0.53407 
AI SE......  0.076528 
T-stat.....  -6.9788 
p.val......  2.9776e-12 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  650 


Estimate...  -0.45445 
AI SE......  0.16691 
T-stat.....  -2.7228 
p.val......  0.0064741 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  578 


Estimate...  -0.37922 
AI SE......  0.066083 
T-stat.....  -5.7385 
p.val......  9.5524e-09 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  692 


Estimate...  -0.92163 
AI SE......  0.18326 
T-stat.....  -5.029 
p.val......  4.9312e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  17634 


Estimate...  -0.4213 
AI SE......  0.06219 
T-stat.....  -6.7743 
p.val......  1.2497e-11 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.4212977


s: 812 

Estimate...  -0.40659 
AI SE......  0.07202 
T-stat.....  -5.6455 
p.val......  1.6473e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  642 


Estimate...  -0.58424 
AI SE......  0.17708 
T-stat.....  -3.2994 
p.val......  0.00096904 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  612 


Estimate...  -0.38866 
AI SE......  0.060986 
T-stat.....  -6.3729 
p.val......  1.8552e-10 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  668 


Estimate...  -0.22237 
AI SE......  0.13649 
T-stat.....  -1.6292 
p.val......  0.10327 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  19596 


Estimate...  -0.42391 
AI SE......  0.034431 
T-stat.....  -12.312 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.4239114


s: 813 

Estimate...  -0.45971 
AI SE......  0.078087 
T-stat.....  -5.8871 
p.val......  3.9296e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  656 


Estimate...  -0.44982 
AI SE......  0.14317 
T-stat.....  -3.1418 
p.val......  0.0016789 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  622 


Estimate...  -0.40684 
AI SE......  0.064567 
T-stat.....  -6.301 
p.val......  2.9570e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  672 


Estimate...  -0.7766 
AI SE......  0.18101 
T-stat.....  -4.2903 
p.val......  1.7846e-05 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  18290 


Estimate...  -0.41347 
AI SE......  0.053698 
T-stat.....  -7.7 
p.val......  1.3545e-14 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.4134701


s: 814 

Estimate...  -0.41329 
AI SE......  0.077212 
T-stat.....  -5.3527 
p.val......  8.6648e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  625 


Estimate...  -0.47175 
AI SE......  0.10480 
T-stat.....  -4.5012 
p.val......  6.7565e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  591 


Estimate...  -0.39303 
AI SE......  0.066583 
T-stat.....  -5.9029 
p.val......  3.5724e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  682 


Estimate...  -0.67242 
AI SE......  0.14528 
T-stat.....  -4.6284 
p.val......  3.6842e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  28196 


Estimate...  -0.40626 
AI SE......  0.052107 
T-stat.....  -7.7965 
p.val......  6.4393e-15 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4062552


s: 815 

Estimate...  -0.39715 
AI SE......  0.063258 
T-stat.....  -6.2783 
p.val......  3.4224e-10 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  662 


Estimate...  -0.35982 
AI SE......  0.13731 
T-stat.....  -2.6205 
p.val......  0.0087793 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  570 


Estimate...  -0.29861 
AI SE......  0.058862 
T-stat.....  -5.0731 
p.val......  3.9134e-07 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  666 


Estimate...  -0.358 
AI SE......  0.12929 
T-stat.....  -2.769 
p.val......  0.0056229 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  18760 


Estimate...  -0.38600 
AI SE......  0.048676 
T-stat.....  -7.93 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.3860049


s: 816 

Estimate...  -0.51106 
AI SE......  0.075887 
T-stat.....  -6.7345 
p.val......  1.6451e-11 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  649 


Estimate...  -0.74453 
AI SE......  0.19142 
T-stat.....  -3.8895 
p.val......  0.00010047 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  596 


Estimate...  -0.47179 
AI SE......  0.067142 
T-stat.....  -7.0267 
p.val......  2.1148e-12 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  678 


Estimate...  -0.34207 
AI SE......  0.17903 
T-stat.....  -1.9107 
p.val......  0.056046 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  18728 


Estimate...  -0.36856 
AI SE......  0.041035 
T-stat.....  -8.9816 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.3685570


s: 817 

Estimate...  -0.43076 
AI SE......  0.060936 
T-stat.....  -7.0691 
p.val......  1.5596e-12 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  623 


Estimate...  -0.39025 
AI SE......  0.11584 
T-stat.....  -3.3688 
p.val......  0.00075508 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  548 


Estimate...  -0.38083 
AI SE......  0.062863 
T-stat.....  -6.0581 
p.val......  1.3770e-09 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  670 


Estimate...  -0.40744 
AI SE......  0.16907 
T-stat.....  -2.4099 
p.val......  0.015959 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  13057 


Estimate...  -0.38943 
AI SE......  0.031399 
T-stat.....  -12.403 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  439 

           [,1]
[1,] -0.3894288


s: 818 

Estimate...  -0.4574 
AI SE......  0.065942 
T-stat.....  -6.9364 
p.val......  4.0219e-12 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  655 


Estimate...  -0.57478 
AI SE......  0.12413 
T-stat.....  -4.6305 
p.val......  3.6487e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  623 


Estimate...  -0.32791 
AI SE......  0.06448 
T-stat.....  -5.0854 
p.val......  3.6677e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  693 


Estimate...  -0.5518 
AI SE......  0.14159 
T-stat.....  -3.8971 
p.val......  9.7362e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  21743 


Estimate...  -0.3532 
AI SE......  0.031647 
T-stat.....  -11.161 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3531974


s: 819 

Estimate...  -0.46851 
AI SE......  0.07523 
T-stat.....  -6.2278 
p.val......  4.7315e-10 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  695 


Estimate...  -0.56616 
AI SE......  0.10366 
T-stat.....  -5.4618 
p.val......  4.7144e-08 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  638 


Estimate...  -0.36809 
AI SE......  0.070067 
T-stat.....  -5.2534 
p.val......  1.4934e-07 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  683 


Estimate...  -0.52165 
AI SE......  0.16545 
T-stat.....  -3.1528 
p.val......  0.0016169 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  15706 


Estimate...  -0.3861 
AI SE......  0.058299 
T-stat.....  -6.6227 
p.val......  3.5279e-11 

Original number of observations..............  1000 
Original number of treated obs...............  503 
Matched number of observations...............  503 
Matched number of observations  (unweighted).  503 

           [,1]
[1,] -0.3860965


s: 820 

Estimate...  -0.44670 
AI SE......  0.073724 
T-stat.....  -6.0591 
p.val......  1.3686e-09 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  645 


Estimate...  -0.45493 
AI SE......  0.13038 
T-stat.....  -3.4892 
p.val......  0.0004844 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  557 


Estimate...  -0.30536 
AI SE......  0.073396 
T-stat.....  -4.1605 
p.val......  3.1759e-05 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  643 


Estimate...  -0.50249 
AI SE......  0.14439 
T-stat.....  -3.48 
p.val......  0.00050143 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  18825 


Estimate...  -0.35731 
AI SE......  0.046262 
T-stat.....  -7.7235 
p.val......  1.1324e-14 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3573067


s: 821 

Estimate...  -0.43423 
AI SE......  0.064795 
T-stat.....  -6.7015 
p.val......  2.0624e-11 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  660 


Estimate...  -0.51933 
AI SE......  0.11166 
T-stat.....  -4.6511 
p.val......  3.3017e-06 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  604 


Estimate...  -0.44043 
AI SE......  0.063391 
T-stat.....  -6.9478 
p.val......  3.7093e-12 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  680 


Estimate...  -0.35183 
AI SE......  0.11147 
T-stat.....  -3.1564 
p.val......  0.0015972 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  19275 


Estimate...  -0.37076 
AI SE......  0.036081 
T-stat.....  -10.276 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3707585


s: 822 

Estimate...  -0.41427 
AI SE......  0.076091 
T-stat.....  -5.4444 
p.val......  5.1985e-08 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  649 


Estimate...  -0.46434 
AI SE......  0.11963 
T-stat.....  -3.8814 
p.val......  0.00010386 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  588 


Estimate...  -0.39525 
AI SE......  0.067166 
T-stat.....  -5.8847 
p.val......  3.9889e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  674 


Estimate...  -0.34970 
AI SE......  0.16763 
T-stat.....  -2.0862 
p.val......  0.036961 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  15264 


Estimate...  -0.38249 
AI SE......  0.023585 
T-stat.....  -16.218 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.3824947


s: 823 

Estimate...  -0.42381 
AI SE......  0.069885 
T-stat.....  -6.0644 
p.val......  1.3241e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  705 


Estimate...  -0.55108 
AI SE......  0.10608 
T-stat.....  -5.1948 
p.val......  2.0493e-07 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  604 


Estimate...  -0.3541 
AI SE......  0.061622 
T-stat.....  -5.7464 
p.val......  9.118e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  681 


Estimate...  -0.60848 
AI SE......  0.14807 
T-stat.....  -4.1096 
p.val......  3.9643e-05 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  12905 


Estimate...  -0.40879 
AI SE......  0.056188 
T-stat.....  -7.2755 
p.val......  3.4506e-13 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.4087939


s: 824 

Estimate...  -0.36483 
AI SE......  0.068627 
T-stat.....  -5.3162 
p.val......  1.0596e-07 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  652 


Estimate...  -0.43828 
AI SE......  0.15189 
T-stat.....  -2.8855 
p.val......  0.0039078 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  560 


Estimate...  -0.32511 
AI SE......  0.060941 
T-stat.....  -5.3349 
p.val......  9.5615e-08 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  637 


Estimate...  -0.60124 
AI SE......  0.12117 
T-stat.....  -4.9622 
p.val......  6.9717e-07 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  23695 


Estimate...  -0.41021 
AI SE......  0.047243 
T-stat.....  -8.683 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  441 
Matched number of observations...............  441 
Matched number of observations  (unweighted).  441 

          [,1]
[1,] -0.410208


s: 825 

Estimate...  -0.31445 
AI SE......  0.077786 
T-stat.....  -4.0425 
p.val......  5.2887e-05 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  666 


Estimate...  -0.30272 
AI SE......  0.12467 
T-stat.....  -2.4281 
p.val......  0.01518 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  599 


Estimate...  -0.32738 
AI SE......  0.067709 
T-stat.....  -4.8351 
p.val......  1.3309e-06 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  694 


Estimate...  -0.11380 
AI SE......  0.12434 
T-stat.....  -0.91526 
p.val......  0.36005 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  25534 


Estimate...  -0.38031 
AI SE......  0.057347 
T-stat.....  -6.6317 
p.val......  3.319e-11 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.3803094


s: 826 

Estimate...  -0.42224 
AI SE......  0.070148 
T-stat.....  -6.0193 
p.val......  1.752e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  662 


Estimate...  -0.55684 
AI SE......  0.10081 
T-stat.....  -5.5236 
p.val......  3.3212e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  572 


Estimate...  -0.40894 
AI SE......  0.066596 
T-stat.....  -6.1406 
p.val......  8.2196e-10 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  632 


Estimate...  -0.61522 
AI SE......  0.12904 
T-stat.....  -4.7677 
p.val......  1.8634e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  19476 


Estimate...  -0.36533 
AI SE......  0.033112 
T-stat.....  -11.033 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3653338


s: 827 

Estimate...  -0.40025 
AI SE......  0.069335 
T-stat.....  -5.7728 
p.val......  7.7969e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  671 


Estimate...  -0.54344 
AI SE......  0.10689 
T-stat.....  -5.084 
p.val......  3.6954e-07 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  614 


Estimate...  -0.4318 
AI SE......  0.062284 
T-stat.....  -6.9328 
p.val......  4.1254e-12 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  681 


Estimate...  -0.44901 
AI SE......  0.13253 
T-stat.....  -3.3881 
p.val......  0.00070381 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  16304 


Estimate...  -0.39457 
AI SE......  0.0604 
T-stat.....  -6.5327 
p.val......  6.4588e-11 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.3945732


s: 828 

Estimate...  -0.37591 
AI SE......  0.078367 
T-stat.....  -4.7968 
p.val......  1.6119e-06 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  636 


Estimate...  -0.50348 
AI SE......  0.13247 
T-stat.....  -3.8006 
p.val......  0.00014433 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  581 


Estimate...  -0.3578 
AI SE......  0.057688 
T-stat.....  -6.2023 
p.val......  5.5634e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  652 


Estimate...  -0.34651 
AI SE......  0.13507 
T-stat.....  -2.5653 
p.val......  0.010308 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  18030 


Estimate...  -0.3914 
AI SE......  0.06419 
T-stat.....  -6.0975 
p.val......  1.0772e-09 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3914022


s: 829 

Estimate...  -0.37944 
AI SE......  0.070477 
T-stat.....  -5.3839 
p.val......  7.2886e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  643 


Estimate...  -0.49919 
AI SE......  0.12935 
T-stat.....  -3.8591 
p.val......  0.00011382 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  582 


Estimate...  -0.3303 
AI SE......  0.065557 
T-stat.....  -5.0383 
p.val......  4.6957e-07 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  653 


Estimate...  -0.38387 
AI SE......  0.14619 
T-stat.....  -2.6259 
p.val......  0.008643 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  21198 


Estimate...  -0.40848 
AI SE......  0.034212 
T-stat.....  -11.940 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4084836


s: 830 

Estimate...  -0.3754 
AI SE......  0.07074 
T-stat.....  -5.3068 
p.val......  1.1156e-07 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  688 


Estimate...  -0.56393 
AI SE......  0.10806 
T-stat.....  -5.2189 
p.val......  1.8003e-07 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  612 


Estimate...  -0.41372 
AI SE......  0.06523 
T-stat.....  -6.3425 
p.val......  2.2608e-10 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  667 


Estimate...  -0.47152 
AI SE......  0.12791 
T-stat.....  -3.6862 
p.val......  0.00022759 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  17704 


Estimate...  -0.41236 
AI SE......  0.047266 
T-stat.....  -8.7243 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  477 
Matched number of observations...............  477 
Matched number of observations  (unweighted).  477 

           [,1]
[1,] -0.4123612


s: 831 

Estimate...  -0.39824 
AI SE......  0.07664 
T-stat.....  -5.1962 
p.val......  2.0341e-07 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  617 


Estimate...  -0.57719 
AI SE......  0.14805 
T-stat.....  -3.8987 
p.val......  9.671e-05 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  565 


Estimate...  -0.34758 
AI SE......  0.060415 
T-stat.....  -5.7533 
p.val......  8.7514e-09 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  637 


Estimate...  -0.38344 
AI SE......  0.13167 
T-stat.....  -2.9122 
p.val......  0.0035888 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  20999 


Estimate...  -0.41004 
AI SE......  0.042831 
T-stat.....  -9.5735 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  440 
Matched number of observations...............  440 
Matched number of observations  (unweighted).  440 

           [,1]
[1,] -0.4100397


s: 832 

Estimate...  -0.44666 
AI SE......  0.071189 
T-stat.....  -6.2743 
p.val......  3.513e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  628 


Estimate...  -0.51062 
AI SE......  0.12555 
T-stat.....  -4.0672 
p.val......  4.7589e-05 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  576 


Estimate...  -0.39575 
AI SE......  0.061786 
T-stat.....  -6.4052 
p.val......  1.5014e-10 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  666 


Estimate...  -0.34322 
AI SE......  0.22591 
T-stat.....  -1.5193 
p.val......  0.1287 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  15537 


Estimate...  -0.36465 
AI SE......  0.053004 
T-stat.....  -6.8796 
p.val......  6.0023e-12 

Original number of observations..............  1000 
Original number of treated obs...............  450 
Matched number of observations...............  450 
Matched number of observations  (unweighted).  450 

           [,1]
[1,] -0.3646488


s: 833 

Estimate...  -0.51193 
AI SE......  0.070316 
T-stat.....  -7.2805 
p.val......  3.3262e-13 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  657 


Estimate...  -0.5977 
AI SE......  0.1347 
T-stat.....  -4.4373 
p.val......  9.1102e-06 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  559 


Estimate...  -0.35235 
AI SE......  0.07294 
T-stat.....  -4.8307 
p.val......  1.3607e-06 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  665 


Estimate...  -0.27886 
AI SE......  0.22563 
T-stat.....  -1.2359 
p.val......  0.21650 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  15698 


Estimate...  -0.37127 
AI SE......  0.02288 
T-stat.....  -16.227 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.3712718


s: 834 

Estimate...  -0.45873 
AI SE......  0.069274 
T-stat.....  -6.622 
p.val......  3.5439e-11 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  673 


Estimate...  -0.91729 
AI SE......  0.19121 
T-stat.....  -4.7973 
p.val......  1.6080e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  582 


Estimate...  -0.34544 
AI SE......  0.062376 
T-stat.....  -5.538 
p.val......  3.0589e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  683 


Estimate...  -0.23687 
AI SE......  0.15742 
T-stat.....  -1.5046 
p.val......  0.13242 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  20454 


Estimate...  -0.4002 
AI SE......  0.043888 
T-stat.....  -9.1186 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.4001989


s: 835 

Estimate...  -0.38901 
AI SE......  0.078241 
T-stat.....  -4.9719 
p.val......  6.6288e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  638 


Estimate...  -0.47088 
AI SE......  0.12487 
T-stat.....  -3.7709 
p.val......  0.00016267 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  608 


Estimate...  -0.3158 
AI SE......  0.064203 
T-stat.....  -4.9188 
p.val......  8.708e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  669 


Estimate...  -0.30498 
AI SE......  0.14408 
T-stat.....  -2.1167 
p.val......  0.034289 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  22328 


Estimate...  -0.41877 
AI SE......  0.064565 
T-stat.....  -6.486 
p.val......  8.8123e-11 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4187686


s: 836 

Estimate...  -0.36604 
AI SE......  0.069682 
T-stat.....  -5.2529 
p.val......  1.4971e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  655 


Estimate...  -0.26893 
AI SE......  0.14454 
T-stat.....  -1.8606 
p.val......  0.062804 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  572 


Estimate...  -0.32046 
AI SE......  0.061215 
T-stat.....  -5.2349 
p.val......  1.6506e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  666 


Estimate...  -0.33398 
AI SE......  0.12421 
T-stat.....  -2.6888 
p.val......  0.0071699 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  21849 


Estimate...  -0.37927 
AI SE......  0.05417 
T-stat.....  -7.0016 
p.val......  2.5313e-12 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3792733


s: 837 

Estimate...  -0.39866 
AI SE......  0.068376 
T-stat.....  -5.8304 
p.val......  5.5304e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  666 


Estimate...  -0.80253 
AI SE......  0.14847 
T-stat.....  -5.4053 
p.val......  6.4701e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  602 


Estimate...  -0.29941 
AI SE......  0.063527 
T-stat.....  -4.7131 
p.val......  2.4402e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  689 


Estimate...  -0.34252 
AI SE......  0.13215 
T-stat.....  -2.5919 
p.val......  0.0095451 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  21615 


Estimate...  -0.39164 
AI SE......  0.05424 
T-stat.....  -7.2205 
p.val......  5.1803e-13 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

          [,1]
[1,] -0.391636


s: 838 

Estimate...  -0.34194 
AI SE......  0.077405 
T-stat.....  -4.4175 
p.val......  9.9831e-06 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  657 


Estimate...  -0.46214 
AI SE......  0.15452 
T-stat.....  -2.9908 
p.val......  0.0027821 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  616 


Estimate...  -0.38374 
AI SE......  0.067185 
T-stat.....  -5.7118 
p.val......  1.1181e-08 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  692 


Estimate...  -0.54083 
AI SE......  0.13751 
T-stat.....  -3.9331 
p.val......  8.3855e-05 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  21092 


Estimate...  -0.39617 
AI SE......  0.053434 
T-stat.....  -7.4142 
p.val......  1.2235e-13 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.3961715


s: 839 

Estimate...  -0.47241 
AI SE......  0.068591 
T-stat.....  -6.8873 
p.val......  5.6852e-12 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  681 


Estimate...  -0.43862 
AI SE......  0.10180 
T-stat.....  -4.3087 
p.val......  1.6419e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  643 


Estimate...  -0.37484 
AI SE......  0.057737 
T-stat.....  -6.4923 
p.val......  8.4554e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  670 


Estimate...  -0.33737 
AI SE......  0.13435 
T-stat.....  -2.5111 
p.val......  0.012034 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  22740 


Estimate...  -0.39673 
AI SE......  0.051748 
T-stat.....  -7.6667 
p.val......  1.7542e-14 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3967347


s: 840 

Estimate...  -0.40006 
AI SE......  0.073788 
T-stat.....  -5.4218 
p.val......  5.9015e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  640 


Estimate...  -0.64418 
AI SE......  0.12366 
T-stat.....  -5.2095 
p.val......  1.8935e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  583 


Estimate...  -0.35159 
AI SE......  0.063374 
T-stat.....  -5.5479 
p.val......  2.8915e-08 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  708 


Estimate...  -0.62594 
AI SE......  0.15524 
T-stat.....  -4.0322 
p.val......  5.5267e-05 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  18790 


Estimate...  -0.41404 
AI SE......  0.036230 
T-stat.....  -11.428 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.4140428


s: 841 

Estimate...  -0.47099 
AI SE......  0.084232 
T-stat.....  -5.5915 
p.val......  2.2508e-08 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  648 


Estimate...  -0.5549 
AI SE......  0.13478 
T-stat.....  -4.1172 
p.val......  3.8346e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  588 


Estimate...  -0.39629 
AI SE......  0.064495 
T-stat.....  -6.1445 
p.val......  8.0211e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  695 


Estimate...  -0.81386 
AI SE......  0.19764 
T-stat.....  -4.118 
p.val......  3.8221e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  17665 


Estimate...  -0.4068 
AI SE......  0.065736 
T-stat.....  -6.1884 
p.val......  6.0766e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4068017


s: 842 

Estimate...  -0.36623 
AI SE......  0.068187 
T-stat.....  -5.371 
p.val......  7.83e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  608 


Estimate...  -0.42643 
AI SE......  0.13629 
T-stat.....  -3.129 
p.val......  0.0017542 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  595 


Estimate...  -0.27315 
AI SE......  0.061824 
T-stat.....  -4.4181 
p.val......  9.9564e-06 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  648 


Estimate...  -0.45501 
AI SE......  0.14326 
T-stat.....  -3.1762 
p.val......  0.0014923 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  17635 


Estimate...  -0.38923 
AI SE......  0.043551 
T-stat.....  -8.9373 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.3892262


s: 843 

Estimate...  -0.37289 
AI SE......  0.077875 
T-stat.....  -4.7884 
p.val......  1.6813e-06 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  666 


Estimate...  -0.59059 
AI SE......  0.16043 
T-stat.....  -3.6812 
p.val......  0.00023217 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  597 


Estimate...  -0.41546 
AI SE......  0.066112 
T-stat.....  -6.2842 
p.val......  3.2949e-10 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  720 


Estimate...  -0.13721 
AI SE......  0.24977 
T-stat.....  -0.54936 
p.val......  0.58276 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  14537 


Estimate...  -0.40041 
AI SE......  0.056139 
T-stat.....  -7.1324 
p.val......  9.8654e-13 

Original number of observations..............  1000 
Original number of treated obs...............  490 
Matched number of observations...............  490 
Matched number of observations  (unweighted).  490 

           [,1]
[1,] -0.4004059


s: 844 

Estimate...  -0.35986 
AI SE......  0.064354 
T-stat.....  -5.5919 
p.val......  2.2457e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  652 


Estimate...  -0.49443 
AI SE......  0.10706 
T-stat.....  -4.6182 
p.val......  3.8706e-06 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  620 


Estimate...  -0.35015 
AI SE......  0.057533 
T-stat.....  -6.0861 
p.val......  1.1568e-09 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  694 


Estimate...  -0.26989 
AI SE......  0.14137 
T-stat.....  -1.9090 
p.val......  0.056257 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  19567 


Estimate...  -0.36309 
AI SE......  0.040503 
T-stat.....  -8.9644 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3630883


s: 845 

Estimate...  -0.42501 
AI SE......  0.067805 
T-stat.....  -6.268 
p.val......  3.6569e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  637 


Estimate...  -0.36151 
AI SE......  0.10780 
T-stat.....  -3.3535 
p.val......  0.00079805 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  569 


Estimate...  -0.36833 
AI SE......  0.060507 
T-stat.....  -6.0874 
p.val......  1.1474e-09 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  648 


Estimate...  -0.49717 
AI SE......  0.12452 
T-stat.....  -3.9927 
p.val......  6.5337e-05 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  23772 


Estimate...  -0.39237 
AI SE......  0.032135 
T-stat.....  -12.21 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.3923724


s: 846 

Estimate...  -0.38724 
AI SE......  0.082014 
T-stat.....  -4.7216 
p.val......  2.3396e-06 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  619 


Estimate...  -0.29013 
AI SE......  0.13556 
T-stat.....  -2.1402 
p.val......  0.032341 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  566 


Estimate...  -0.44617 
AI SE......  0.079752 
T-stat.....  -5.5945 
p.val......  2.2126e-08 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  616 


Estimate...  -0.71687 
AI SE......  0.22486 
T-stat.....  -3.1881 
p.val......  0.0014321 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  13938 


Estimate...  -0.39817 
AI SE......  0.039598 
T-stat.....  -10.055 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  432 
Matched number of observations...............  432 
Matched number of observations  (unweighted).  432 

           [,1]
[1,] -0.3981737


s: 847 

Estimate...  -0.3038 
AI SE......  0.08142 
T-stat.....  -3.7313 
p.val......  0.00019051 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  655 


Estimate...  -0.60622 
AI SE......  0.20616 
T-stat.....  -2.9405 
p.val......  0.003277 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  629 


Estimate...  -0.29322 
AI SE......  0.072247 
T-stat.....  -4.0585 
p.val......  4.9379e-05 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  682 


Estimate...  -0.37805 
AI SE......  0.15501 
T-stat.....  -2.4388 
p.val......  0.014736 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  17352 


Estimate...  -0.40661 
AI SE......  0.045999 
T-stat.....  -8.8395 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.4066107


s: 848 

Estimate...  -0.36202 
AI SE......  0.07224 
T-stat.....  -5.0113 
p.val......  5.4058e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  696 


Estimate...  -0.45113 
AI SE......  0.12937 
T-stat.....  -3.4872 
p.val......  0.00048816 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  577 


Estimate...  -0.41475 
AI SE......  0.065527 
T-stat.....  -6.3295 
p.val......  2.4598e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  713 


Estimate...  -0.55092 
AI SE......  0.17875 
T-stat.....  -3.0821 
p.val......  0.0020553 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  18831 


Estimate...  -0.40641 
AI SE......  0.068418 
T-stat.....  -5.9401 
p.val......  2.8487e-09 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4064084


s: 849 

Estimate...  -0.39551 
AI SE......  0.071101 
T-stat.....  -5.5627 
p.val......  2.6560e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  668 


Estimate...  -0.55796 
AI SE......  0.12175 
T-stat.....  -4.5829 
p.val......  4.5846e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  635 


Estimate...  -0.41478 
AI SE......  0.064944 
T-stat.....  -6.3868 
p.val......  1.6942e-10 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  670 


Estimate...  -0.3517 
AI SE......  0.14666 
T-stat.....  -2.3980 
p.val......  0.016486 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  20317 


Estimate...  -0.42373 
AI SE......  0.059312 
T-stat.....  -7.1441 
p.val......  9.0572e-13 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4237327


s: 850 

Estimate...  -0.39904 
AI SE......  0.073708 
T-stat.....  -5.4138 
p.val......  6.1712e-08 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  640 


Estimate...  -0.53833 
AI SE......  0.12514 
T-stat.....  -4.3018 
p.val......  1.6940e-05 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  586 


Estimate...  -0.3672 
AI SE......  0.062707 
T-stat.....  -5.8558 
p.val......  4.7459e-09 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  676 


Estimate...  -0.26954 
AI SE......  0.12815 
T-stat.....  -2.1033 
p.val......  0.035438 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  24957 


Estimate...  -0.43264 
AI SE......  0.044942 
T-stat.....  -9.6266 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  483 
Matched number of observations...............  483 
Matched number of observations  (unweighted).  483 

           [,1]
[1,] -0.4326421


s: 851 

Estimate...  -0.43778 
AI SE......  0.082608 
T-stat.....  -5.2995 
p.val......  1.1613e-07 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  664 


Estimate...  -0.39584 
AI SE......  0.10673 
T-stat.....  -3.7089 
p.val......  0.00020815 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  577 


Estimate...  -0.34154 
AI SE......  0.062623 
T-stat.....  -5.4539 
p.val......  4.9281e-08 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  674 


Estimate...  -0.30980 
AI SE......  0.12395 
T-stat.....  -2.4994 
p.val......  0.012441 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  24502 


Estimate...  -0.38325 
AI SE......  0.053073 
T-stat.....  -7.2212 
p.val......  5.1537e-13 

Original number of observations..............  1000 
Original number of treated obs...............  453 
Matched number of observations...............  453 
Matched number of observations  (unweighted).  453 

           [,1]
[1,] -0.3832471


s: 852 

Estimate...  -0.41415 
AI SE......  0.067993 
T-stat.....  -6.0912 
p.val......  1.121e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  634 


Estimate...  -0.58956 
AI SE......  0.094698 
T-stat.....  -6.2257 
p.val......  4.7952e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  588 


Estimate...  -0.43741 
AI SE......  0.063574 
T-stat.....  -6.8804 
p.val......  5.9701e-12 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  692 


Estimate...  -0.60997 
AI SE......  0.11741 
T-stat.....  -5.195 
p.val......  2.0471e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  24224 


Estimate...  -0.37248 
AI SE......  0.046959 
T-stat.....  -7.9319 
p.val......  2.2204e-15 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3724758


s: 853 

Estimate...  -0.48329 
AI SE......  0.075484 
T-stat.....  -6.4025 
p.val......  1.5284e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  630 


Estimate...  -0.43001 
AI SE......  0.11857 
T-stat.....  -3.6265 
p.val......  0.0002873 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  609 


Estimate...  -0.37617 
AI SE......  0.064955 
T-stat.....  -5.7912 
p.val......  6.9896e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  660 


Estimate...  -0.37092 
AI SE......  0.12759 
T-stat.....  -2.9072 
p.val......  0.0036466 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  16339 


Estimate...  -0.40293 
AI SE......  0.040881 
T-stat.....  -9.8562 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4029330


s: 854 

Estimate...  -0.43023 
AI SE......  0.063448 
T-stat.....  -6.7809 
p.val......  1.1941e-11 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  681 


Estimate...  -0.58016 
AI SE......  0.11698 
T-stat.....  -4.9597 
p.val......  7.0606e-07 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  614 


Estimate...  -0.422 
AI SE......  0.069334 
T-stat.....  -6.0865 
p.val......  1.1541e-09 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  683 


Estimate...  -0.54894 
AI SE......  0.15104 
T-stat.....  -3.6345 
p.val......  0.00027852 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  20340 


Estimate...  -0.4281 
AI SE......  0.040615 
T-stat.....  -10.540 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  481 
Matched number of observations...............  481 
Matched number of observations  (unweighted).  481 

           [,1]
[1,] -0.4281005


s: 855 

Estimate...  -0.50189 
AI SE......  0.072397 
T-stat.....  -6.9325 
p.val......  4.1342e-12 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  619 


Estimate...  -0.32199 
AI SE......  0.14368 
T-stat.....  -2.2409 
p.val......  0.02503 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  611 


Estimate...  -0.3579 
AI SE......  0.064624 
T-stat.....  -5.5382 
p.val......  3.0565e-08 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  711 


Estimate...  -0.64133 
AI SE......  0.18492 
T-stat.....  -3.4681 
p.val......  0.00052421 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  14655 


Estimate...  -0.36439 
AI SE......  0.045854 
T-stat.....  -7.9467 
p.val......  1.9984e-15 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.3643903


s: 856 

Estimate...  -0.47616 
AI SE......  0.091084 
T-stat.....  -5.2277 
p.val......  1.7164e-07 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  649 


Estimate...  -0.44748 
AI SE......  0.15114 
T-stat.....  -2.9607 
p.val......  0.0030698 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  591 


Estimate...  -0.44511 
AI SE......  0.070744 
T-stat.....  -6.2919 
p.val......  3.1359e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  645 


Estimate...  -0.20454 
AI SE......  0.22984 
T-stat.....  -0.8899 
p.val......  0.37352 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  11076 


Estimate...  -0.40357 
AI SE......  0.052691 
T-stat.....  -7.6592 
p.val......  1.8652e-14 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.4035707


s: 857 

Estimate...  -0.42368 
AI SE......  0.067618 
T-stat.....  -6.2657 
p.val......  3.7107e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  647 


Estimate...  -0.50033 
AI SE......  0.12424 
T-stat.....  -4.027 
p.val......  5.6486e-05 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  595 


Estimate...  -0.31154 
AI SE......  0.063042 
T-stat.....  -4.9417 
p.val......  7.743e-07 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  672 


Estimate...  -0.13253 
AI SE......  0.14586 
T-stat.....  -0.90859 
p.val......  0.36357 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  18395 


Estimate...  -0.39502 
AI SE......  0.05898 
T-stat.....  -6.6977 
p.val......  2.1180e-11 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3950239


s: 858 

Estimate...  -0.30885 
AI SE......  0.088762 
T-stat.....  -3.4796 
p.val......  0.00050226 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  660 


Estimate...  -0.32729 
AI SE......  0.14792 
T-stat.....  -2.2126 
p.val......  0.026923 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  581 


Estimate...  -0.35829 
AI SE......  0.061141 
T-stat.....  -5.8601 
p.val......  4.6246e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  659 


Estimate...  -0.41158 
AI SE......  0.13193 
T-stat.....  -3.1196 
p.val......  0.0018107 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  19760 


Estimate...  -0.43335 
AI SE......  0.058367 
T-stat.....  -7.4246 
p.val......  1.1324e-13 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4333511


s: 859 

Estimate...  -0.44349 
AI SE......  0.082163 
T-stat.....  -5.3977 
p.val......  6.7512e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  621 


Estimate...  -0.48498 
AI SE......  0.17789 
T-stat.....  -2.7264 
p.val......  0.0064034 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  571 


Estimate...  -0.36268 
AI SE......  0.084627 
T-stat.....  -4.2857 
p.val......  1.8220e-05 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  672 


Estimate...  -0.73079 
AI SE......  0.19970 
T-stat.....  -3.6595 
p.val......  0.0002527 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  21420 


Estimate...  -0.34884 
AI SE......  0.063248 
T-stat.....  -5.5154 
p.val......  3.4799e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.3488364


s: 860 

Estimate...  -0.33330 
AI SE......  0.070155 
T-stat.....  -4.7508 
p.val......  2.0259e-06 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  689 


Estimate...  -0.6114 
AI SE......  0.13429 
T-stat.....  -4.5529 
p.val......  5.2903e-06 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  593 


Estimate...  -0.33022 
AI SE......  0.065772 
T-stat.....  -5.0206 
p.val......  5.15e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  663 


Estimate...  -0.27998 
AI SE......  0.14818 
T-stat.....  -1.8895 
p.val......  0.058826 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  21510 


Estimate...  -0.41302 
AI SE......  0.030489 
T-stat.....  -13.546 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4130184


s: 861 

Estimate...  -0.38331 
AI SE......  0.071696 
T-stat.....  -5.3463 
p.val......  8.9759e-08 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  623 


Estimate...  -0.51389 
AI SE......  0.12742 
T-stat.....  -4.0329 
p.val......  5.5091e-05 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  564 


Estimate...  -0.45404 
AI SE......  0.066817 
T-stat.....  -6.7953 
p.val......  1.0808e-11 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  650 


Estimate...  -0.3851 
AI SE......  0.13674 
T-stat.....  -2.8164 
p.val......  0.004857 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  18305 


Estimate...  -0.36855 
AI SE......  0.039386 
T-stat.....  -9.3573 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  442 
Matched number of observations...............  442 
Matched number of observations  (unweighted).  442 

           [,1]
[1,] -0.3685511


s: 862 

Estimate...  -0.52227 
AI SE......  0.085346 
T-stat.....  -6.1194 
p.val......  9.3924e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  620 


Estimate...  -0.47429 
AI SE......  0.10968 
T-stat.....  -4.3242 
p.val......  1.531e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  561 


Estimate...  -0.35587 
AI SE......  0.062404 
T-stat.....  -5.7027 
p.val......  1.1792e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  672 


Estimate...  -0.38692 
AI SE......  0.13779 
T-stat.....  -2.808 
p.val......  0.0049848 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  18431 


Estimate...  -0.36632 
AI SE......  0.05072 
T-stat.....  -7.2223 
p.val......  5.1137e-13 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3663168


s: 863 

Estimate...  -0.54033 
AI SE......  0.078778 
T-stat.....  -6.8589 
p.val......  6.9407e-12 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  637 


Estimate...  -0.7595 
AI SE......  0.16397 
T-stat.....  -4.6321 
p.val......  3.6204e-06 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  541 


Estimate...  -0.47628 
AI SE......  0.066989 
T-stat.....  -7.1098 
p.val......  1.1622e-12 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  636 


Estimate...  -0.51562 
AI SE......  0.15802 
T-stat.....  -3.263 
p.val......  0.0011024 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  16205 


Estimate...  -0.42213 
AI SE......  0.059962 
T-stat.....  -7.04 
p.val......  1.9222e-12 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.4221346


s: 864 

Estimate...  -0.40808 
AI SE......  0.07006 
T-stat.....  -5.8248 
p.val......  5.7198e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  630 


Estimate...  -0.50967 
AI SE......  0.10280 
T-stat.....  -4.9581 
p.val......  7.1172e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  598 


Estimate...  -0.31026 
AI SE......  0.062484 
T-stat.....  -4.9654 
p.val......  6.8574e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  673 


Estimate...  -0.61527 
AI SE......  0.14896 
T-stat.....  -4.1304 
p.val......  3.6215e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  20356 


Estimate...  -0.42005 
AI SE......  0.055458 
T-stat.....  -7.5741 
p.val......  3.6193e-14 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4200479


s: 865 

Estimate...  -0.45483 
AI SE......  0.071655 
T-stat.....  -6.3475 
p.val......  2.1882e-10 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  611 


Estimate...  -0.46879 
AI SE......  0.11508 
T-stat.....  -4.0737 
p.val......  4.628e-05 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  558 


Estimate...  -0.39732 
AI SE......  0.069279 
T-stat.....  -5.735 
p.val......  9.7517e-09 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  648 


Estimate...  -0.26396 
AI SE......  0.14198 
T-stat.....  -1.8591 
p.val......  0.063011 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  24696 


Estimate...  -0.37786 
AI SE......  0.027164 
T-stat.....  -13.910 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  429 

           [,1]
[1,] -0.3778553


s: 866 

Estimate...  -0.3773 
AI SE......  0.070594 
T-stat.....  -5.3447 
p.val......  9.0566e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  672 


Estimate...  -0.45574 
AI SE......  0.10537 
T-stat.....  -4.3249 
p.val......  1.5257e-05 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  582 


Estimate...  -0.40579 
AI SE......  0.060664 
T-stat.....  -6.6891 
p.val......  2.2456e-11 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  663 


Estimate...  -0.26418 
AI SE......  0.14046 
T-stat.....  -1.8808 
p.val......  0.06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  19807 


Estimate...  -0.38007 
AI SE......  0.030876 
T-stat.....  -12.310 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3800740


s: 867 

Estimate...  -0.40792 
AI SE......  0.075222 
T-stat.....  -5.4229 
p.val......  5.8646e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  605 


Estimate...  -0.40891 
AI SE......  0.13495 
T-stat.....  -3.03 
p.val......  0.0024457 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  546 


Estimate...  -0.30881 
AI SE......  0.084294 
T-stat.....  -3.6635 
p.val......  0.00024876 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  645 


Estimate...  -0.048065 
AI SE......  0.17866 
T-stat.....  -0.26903 
p.val......  0.7879 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  17231 


Estimate...  -0.32914 
AI SE......  0.050981 
T-stat.....  -6.4562 
p.val......  1.0737e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3291412


s: 868 

Estimate...  -0.44165 
AI SE......  0.068006 
T-stat.....  -6.4943 
p.val......  8.3401e-11 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  659 


Estimate...  -0.49099 
AI SE......  0.12640 
T-stat.....  -3.8844 
p.val......  0.00010259 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  586 


Estimate...  -0.41219 
AI SE......  0.060024 
T-stat.....  -6.8671 
p.val......  6.5514e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  689 


Estimate...  -0.34066 
AI SE......  0.12645 
T-stat.....  -2.6942 
p.val......  0.0070567 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  20005 


Estimate...  -0.41383 
AI SE......  0.05336 
T-stat.....  -7.7554 
p.val......  8.8818e-15 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4138306


s: 869 

Estimate...  -0.52068 
AI SE......  0.076455 
T-stat.....  -6.8103 
p.val......  9.7407e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  649 


Estimate...  -0.30619 
AI SE......  0.15432 
T-stat.....  -1.9842 
p.val......  0.047234 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  582 


Estimate...  -0.30337 
AI SE......  0.06594 
T-stat.....  -4.6007 
p.val......  4.2102e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  667 


Estimate...  -0.52381 
AI SE......  0.15310 
T-stat.....  -3.4213 
p.val......  0.00062329 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  13215 


Estimate...  -0.4469 
AI SE......  0.050932 
T-stat.....  -8.7744 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4468957


s: 870 

Estimate...  -0.38766 
AI SE......  0.079006 
T-stat.....  -4.9067 
p.val......  9.2599e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  593 


Estimate...  -0.4617 
AI SE......  0.1472 
T-stat.....  -3.1365 
p.val......  0.0017097 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  573 


Estimate...  -0.38448 
AI SE......  0.067911 
T-stat.....  -5.6615 
p.val......  1.5008e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  681 


Estimate...  -0.54984 
AI SE......  0.14422 
T-stat.....  -3.8126 
p.val......  0.00013751 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  17783 


Estimate...  -0.40885 
AI SE......  0.059337 
T-stat.....  -6.8903 
p.val......  5.5671e-12 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4088515


s: 871 

Estimate...  -0.46673 
AI SE......  0.075354 
T-stat.....  -6.1938 
p.val......  5.8742e-10 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  675 


Estimate...  -0.47339 
AI SE......  0.13401 
T-stat.....  -3.5326 
p.val......  0.0004115 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  589 


Estimate...  -0.38934 
AI SE......  0.064048 
T-stat.....  -6.0788 
p.val......  1.2108e-09 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  693 


Estimate...  -0.54039 
AI SE......  0.17762 
T-stat.....  -3.0424 
p.val......  0.0023468 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  19560 


Estimate...  -0.38915 
AI SE......  0.045266 
T-stat.....  -8.597 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3891506


s: 872 

Estimate...  -0.40996 
AI SE......  0.08207 
T-stat.....  -4.9953 
p.val......  5.8752e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  648 


Estimate...  -0.53742 
AI SE......  0.14768 
T-stat.....  -3.6391 
p.val......  0.00027355 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  572 


Estimate...  -0.33412 
AI SE......  0.064642 
T-stat.....  -5.1687 
p.val......  2.3573e-07 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  693 


Estimate...  -0.5251 
AI SE......  0.20240 
T-stat.....  -2.5943 
p.val......  0.0094776 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  18271 


Estimate...  -0.36751 
AI SE......  0.059375 
T-stat.....  -6.1897 
p.val......  6.0277e-10 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3675108


s: 873 

Estimate...  -0.51963 
AI SE......  0.070486 
T-stat.....  -7.3721 
p.val......  1.6787e-13 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  629 


Estimate...  -0.48871 
AI SE......  0.121 
T-stat.....  -4.0389 
p.val......  5.3694e-05 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  590 


Estimate...  -0.39919 
AI SE......  0.069704 
T-stat.....  -5.7269 
p.val......  1.0228e-08 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  655 


Estimate...  -0.25389 
AI SE......  0.13499 
T-stat.....  -1.8809 
p.val......  0.05999 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  24165 


Estimate...  -0.44566 
AI SE......  0.049133 
T-stat.....  -9.0704 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  433 
Matched number of observations...............  433 
Matched number of observations  (unweighted).  433 

           [,1]
[1,] -0.4456577


s: 874 

Estimate...  -0.44621 
AI SE......  0.076507 
T-stat.....  -5.8323 
p.val......  5.4669e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  652 


Estimate...  -0.58573 
AI SE......  0.11899 
T-stat.....  -4.9224 
p.val......  8.5508e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  585 


Estimate...  -0.36584 
AI SE......  0.063737 
T-stat.....  -5.7398 
p.val......  9.4768e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  687 


Estimate...  -0.23252 
AI SE......  0.13867 
T-stat.....  -1.6768 
p.val......  0.093585 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  24770 


Estimate...  -0.40615 
AI SE......  0.041848 
T-stat.....  -9.7055 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4061549


s: 875 

Estimate...  -0.40037 
AI SE......  0.067126 
T-stat.....  -5.9645 
p.val......  2.4542e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  655 


Estimate...  -0.44910 
AI SE......  0.11986 
T-stat.....  -3.7469 
p.val......  0.000179 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  566 


Estimate...  -0.3714 
AI SE......  0.062768 
T-stat.....  -5.917 
p.val......  3.2794e-09 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  671 


Estimate...  -0.63031 
AI SE......  0.13622 
T-stat.....  -4.6271 
p.val......  3.7078e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  20204 


Estimate...  -0.39368 
AI SE......  0.045116 
T-stat.....  -8.726 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3936816


s: 876 

Estimate...  -0.33505 
AI SE......  0.069497 
T-stat.....  -4.821 
p.val......  1.4281e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  685 


Estimate...  -0.49893 
AI SE......  0.11432 
T-stat.....  -4.3645 
p.val......  1.2741e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  595 


Estimate...  -0.32606 
AI SE......  0.058646 
T-stat.....  -5.5598 
p.val......  2.7012e-08 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  643 


Estimate...  -0.48176 
AI SE......  0.13286 
T-stat.....  -3.6262 
p.val......  0.00028767 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  20095 


Estimate...  -0.3564 
AI SE......  0.051219 
T-stat.....  -6.9583 
p.val......  3.4444e-12 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3563965


s: 877 

Estimate...  -0.36215 
AI SE......  0.067636 
T-stat.....  -5.3544 
p.val......  8.5822e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  664 


Estimate...  -0.30784 
AI SE......  0.14086 
T-stat.....  -2.1854 
p.val......  0.028856 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  583 


Estimate...  -0.40455 
AI SE......  0.066465 
T-stat.....  -6.0866 
p.val......  1.1531e-09 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  660 


Estimate...  -0.59014 
AI SE......  0.17064 
T-stat.....  -3.4584 
p.val......  0.00054349 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  13031 


Estimate...  -0.40157 
AI SE......  0.050879 
T-stat.....  -7.8928 
p.val......  2.8866e-15 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4015734


s: 878 

Estimate...  -0.46312 
AI SE......  0.075301 
T-stat.....  -6.1502 
p.val......  7.7363e-10 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  608 


Estimate...  -0.64414 
AI SE......  0.15732 
T-stat.....  -4.0945 
p.val......  4.2302e-05 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  581 


Estimate...  -0.38786 
AI SE......  0.069291 
T-stat.....  -5.5975 
p.val......  2.1745e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  658 


Estimate...  -0.35882 
AI SE......  0.16581 
T-stat.....  -2.1641 
p.val......  0.030457 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  18082 


Estimate...  -0.41565 
AI SE......  0.040646 
T-stat.....  -10.226 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.4156485


s: 879 

Estimate...  -0.43071 
AI SE......  0.072157 
T-stat.....  -5.9691 
p.val......  2.386e-09 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  666 


Estimate...  -0.42404 
AI SE......  0.1561 
T-stat.....  -2.7164 
p.val......  0.0065988 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  631 


Estimate...  -0.34344 
AI SE......  0.069721 
T-stat.....  -4.9259 
p.val......  8.3983e-07 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  761 


Estimate...  -0.26615 
AI SE......  0.15211 
T-stat.....  -1.7498 
p.val......  0.08016 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  19269 


Estimate...  -0.3794 
AI SE......  0.047917 
T-stat.....  -7.9179 
p.val......  2.4425e-15 

Original number of observations..............  1000 
Original number of treated obs...............  484 
Matched number of observations...............  484 
Matched number of observations  (unweighted).  484 

           [,1]
[1,] -0.3794026


s: 880 

Estimate...  -0.37566 
AI SE......  0.068333 
T-stat.....  -5.4975 
p.val......  3.8531e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  683 


Estimate...  -0.38227 
AI SE......  0.10695 
T-stat.....  -3.5743 
p.val......  0.00035119 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  618 


Estimate...  -0.396 
AI SE......  0.06553 
T-stat.....  -6.043 
p.val......  1.5128e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  651 


Estimate...  -0.29915 
AI SE......  0.17158 
T-stat.....  -1.7435 
p.val......  0.081247 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  20884 


Estimate...  -0.41635 
AI SE......  0.0632 
T-stat.....  -6.5877 
p.val......  4.4655e-11 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4163462


s: 881 

Estimate...  -0.46004 
AI SE......  0.062273 
T-stat.....  -7.3875 
p.val......  1.4966e-13 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  660 


Estimate...  -0.51221 
AI SE......  0.14681 
T-stat.....  -3.4889 
p.val......  0.00048493 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  608 


Estimate...  -0.35145 
AI SE......  0.05781 
T-stat.....  -6.0794 
p.val......  1.2061e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  673 


Estimate...  -0.26992 
AI SE......  0.14693 
T-stat.....  -1.8371 
p.val......  0.0662 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  15677 


Estimate...  -0.39697 
AI SE......  0.034956 
T-stat.....  -11.356 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3969727


s: 882 

Estimate...  -0.53373 
AI SE......  0.074053 
T-stat.....  -7.2074 
p.val......  5.7021e-13 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  650 


Estimate...  -0.54104 
AI SE......  0.15619 
T-stat.....  -3.464 
p.val......  0.0005322 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  588 


Estimate...  -0.37546 
AI SE......  0.064035 
T-stat.....  -5.8633 
p.val......  4.5371e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  674 


Estimate...  -0.37617 
AI SE......  0.16030 
T-stat.....  -2.3467 
p.val......  0.018942 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  21407 


Estimate...  -0.46201 
AI SE......  0.05475 
T-stat.....  -8.4385 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4620065


s: 883 

Estimate...  -0.3459 
AI SE......  0.07746 
T-stat.....  -4.4655 
p.val......  7.9872e-06 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  679 


Estimate...  -0.46771 
AI SE......  0.13109 
T-stat.....  -3.5677 
p.val......  0.00036010 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  613 


Estimate...  -0.39247 
AI SE......  0.063053 
T-stat.....  -6.2245 
p.val......  4.8308e-10 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  663 


Estimate...  -0.62206 
AI SE......  0.16765 
T-stat.....  -3.7104 
p.val......  0.00020692 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  18802 


Estimate...  -0.4198 
AI SE......  0.05804 
T-stat.....  -7.233 
p.val......  4.7251e-13 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.4197991


s: 884 

Estimate...  -0.3568 
AI SE......  0.07196 
T-stat.....  -4.9584 
p.val......  7.1092e-07 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  655 


Estimate...  -0.41547 
AI SE......  0.14305 
T-stat.....  -2.9044 
p.val......  0.0036793 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  612 


Estimate...  -0.41815 
AI SE......  0.067435 
T-stat.....  -6.2009 
p.val......  5.6147e-10 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  678 


Estimate...  -0.25502 
AI SE......  0.1294 
T-stat.....  -1.9708 
p.val......  0.048747 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  19752 


Estimate...  -0.39105 
AI SE......  0.050278 
T-stat.....  -7.7777 
p.val......  7.3275e-15 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.3910464


s: 885 

Estimate...  -0.42013 
AI SE......  0.06598 
T-stat.....  -6.3676 
p.val......  1.9207e-10 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  652 


Estimate...  -0.56232 
AI SE......  0.11594 
T-stat.....  -4.8500 
p.val......  1.2343e-06 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  602 


Estimate...  -0.32805 
AI SE......  0.061096 
T-stat.....  -5.3694 
p.val......  7.8984e-08 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  664 


Estimate...  -0.15267 
AI SE......  0.18173 
T-stat.....  -0.84008 
p.val......  0.40087 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  16245 


Estimate...  -0.40629 
AI SE......  0.049071 
T-stat.....  -8.2795 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4062862


s: 886 

Estimate...  -0.49921 
AI SE......  0.073873 
T-stat.....  -6.7577 
p.val......  1.4025e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  626 


Estimate...  -0.35862 
AI SE......  0.14374 
T-stat.....  -2.4948 
p.val......  0.012602 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  613 


Estimate...  -0.38343 
AI SE......  0.061469 
T-stat.....  -6.2379 
p.val......  4.4358e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  693 


Estimate...  -0.41178 
AI SE......  0.14968 
T-stat.....  -2.7510 
p.val......  0.0059409 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  17506 


Estimate...  -0.36417 
AI SE......  0.055201 
T-stat.....  -6.5972 
p.val......  4.1889e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3641744


s: 887 

Estimate...  -0.31675 
AI SE......  0.068911 
T-stat.....  -4.5965 
p.val......  4.2958e-06 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  654 


Estimate...  -0.23495 
AI SE......  0.16045 
T-stat.....  -1.4643 
p.val......  0.14310 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  605 


Estimate...  -0.34892 
AI SE......  0.062946 
T-stat.....  -5.5431 
p.val......  2.9714e-08 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  685 


Estimate...  -0.47157 
AI SE......  0.12845 
T-stat.....  -3.6712 
p.val......  0.00024145 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  22786 


Estimate...  -0.40057 
AI SE......  0.028818 
T-stat.....  -13.9 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4005748


s: 888 

Estimate...  -0.37907 
AI SE......  0.075657 
T-stat.....  -5.0104 
p.val......  5.4316e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  668 


Estimate...  -0.39814 
AI SE......  0.15332 
T-stat.....  -2.5967 
p.val......  0.0094112 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  659 


Estimate...  -0.32714 
AI SE......  0.065829 
T-stat.....  -4.9695 
p.val......  6.7127e-07 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  697 


Estimate...  -0.19199 
AI SE......  0.14584 
T-stat.....  -1.3164 
p.val......  0.18804 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  20018 


Estimate...  -0.39374 
AI SE......  0.040519 
T-stat.....  -9.7174 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  476 
Matched number of observations...............  476 
Matched number of observations  (unweighted).  476 

           [,1]
[1,] -0.3937419


s: 889 

Estimate...  -0.49176 
AI SE......  0.062717 
T-stat.....  -7.8409 
p.val......  4.4409e-15 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  712 


Estimate...  -0.48952 
AI SE......  0.13304 
T-stat.....  -3.6794 
p.val......  0.00023383 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  618 


Estimate...  -0.31619 
AI SE......  0.059699 
T-stat.....  -5.2964 
p.val......  1.1812e-07 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  751 


Estimate...  -0.52456 
AI SE......  0.13840 
T-stat.....  -3.7901 
p.val......  0.00015057 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  21858 


Estimate...  -0.41664 
AI SE......  0.03231 
T-stat.....  -12.895 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.4166375


s: 890 

Estimate...  -0.45132 
AI SE......  0.095998 
T-stat.....  -4.7014 
p.val......  2.5842e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  633 


Estimate...  -0.60556 
AI SE......  0.13536 
T-stat.....  -4.4738 
p.val......  7.6841e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  613 


Estimate...  -0.38128 
AI SE......  0.064192 
T-stat.....  -5.9397 
p.val......  2.8555e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  692 


Estimate...  -0.58649 
AI SE......  0.12207 
T-stat.....  -4.8046 
p.val......  1.5504e-06 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  16885 


Estimate...  -0.38294 
AI SE......  0.056049 
T-stat.....  -6.8323 
p.val......  8.3582e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3829414


s: 891 

Estimate...  -0.35179 
AI SE......  0.066406 
T-stat.....  -5.2976 
p.val......  1.1735e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  640 


Estimate...  -0.36287 
AI SE......  0.1309 
T-stat.....  -2.7721 
p.val......  0.0055695 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  591 


Estimate...  -0.30806 
AI SE......  0.061892 
T-stat.....  -4.9773 
p.val......  6.4464e-07 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  692 


Estimate...  -0.32679 
AI SE......  0.13841 
T-stat.....  -2.361 
p.val......  0.018226 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  16608 


Estimate...  -0.38597 
AI SE......  0.056607 
T-stat.....  -6.8184 
p.val......  9.2029e-12 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3859744


s: 892 

Estimate...  -0.57753 
AI SE......  0.075938 
T-stat.....  -7.6054 
p.val......  2.8422e-14 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  627 


Estimate...  -0.50324 
AI SE......  0.10226 
T-stat.....  -4.9212 
p.val......  8.6008e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  609 


Estimate...  -0.42396 
AI SE......  0.061922 
T-stat.....  -6.8468 
p.val......  7.5515e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  680 


Estimate...  -0.23221 
AI SE......  0.14574 
T-stat.....  -1.5933 
p.val......  0.11110 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  17262 


Estimate...  -0.37548 
AI SE......  0.05269 
T-stat.....  -7.1262 
p.val......  1.0314e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3754784


s: 893 

Estimate...  -0.42202 
AI SE......  0.068324 
T-stat.....  -6.1767 
p.val......  6.5472e-10 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  674 


Estimate...  -0.57284 
AI SE......  0.10096 
T-stat.....  -5.6741 
p.val......  1.3945e-08 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  634 


Estimate...  -0.39377 
AI SE......  0.067006 
T-stat.....  -5.8767 
p.val......  4.1863e-09 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  697 


Estimate...  -0.33342 
AI SE......  0.15490 
T-stat.....  -2.1525 
p.val......  0.031357 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  15492 


Estimate...  -0.42363 
AI SE......  0.046539 
T-stat.....  -9.1027 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  485 
Matched number of observations...............  485 
Matched number of observations  (unweighted).  485 

           [,1]
[1,] -0.4236253


s: 894 

Estimate...  -0.43017 
AI SE......  0.07333 
T-stat.....  -5.8663 
p.val......  4.4561e-09 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  634 


Estimate...  -0.53958 
AI SE......  0.15797 
T-stat.....  -3.4157 
p.val......  0.00063618 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  580 


Estimate...  -0.44076 
AI SE......  0.063137 
T-stat.....  -6.981 
p.val......  2.9301e-12 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  643 


Estimate...  -0.58238 
AI SE......  0.15110 
T-stat.....  -3.8544 
p.val......  0.00011601 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  20427 


Estimate...  -0.3912 
AI SE......  0.055166 
T-stat.....  -7.0912 
p.val......  1.3292e-12 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.3911965


s: 895 

Estimate...  -0.45632 
AI SE......  0.07803 
T-stat.....  -5.848 
p.val......  4.9755e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  663 


Estimate...  -0.46664 
AI SE......  0.11730 
T-stat.....  -3.978 
p.val......  6.9496e-05 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  566 


Estimate...  -0.36013 
AI SE......  0.063916 
T-stat.....  -5.6343 
p.val......  1.7575e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  628 


Estimate...  -0.22827 
AI SE......  0.13591 
T-stat.....  -1.6795 
p.val......  0.09305 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  24595 


Estimate...  -0.37839 
AI SE......  0.062428 
T-stat.....  -6.0612 
p.val......  1.3509e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3783891


s: 896 

Estimate...  -0.32315 
AI SE......  0.074198 
T-stat.....  -4.3552 
p.val......  1.3292e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  661 


Estimate...  -0.48743 
AI SE......  0.11796 
T-stat.....  -4.1323 
p.val......  3.5913e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  609 


Estimate...  -0.399 
AI SE......  0.064677 
T-stat.....  -6.1692 
p.val......  6.8658e-10 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  683 


Estimate...  -0.29932 
AI SE......  0.15437 
T-stat.....  -1.939 
p.val......  0.0525 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  19094 


Estimate...  -0.36334 
AI SE......  0.059395 
T-stat.....  -6.1173 
p.val......  9.515e-10 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.3633376


s: 897 

Estimate...  -0.48426 
AI SE......  0.072258 
T-stat.....  -6.7018 
p.val......  2.0591e-11 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  619 


Estimate...  -0.57059 
AI SE......  0.13594 
T-stat.....  -4.1974 
p.val......  2.6996e-05 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  585 


Estimate...  -0.40352 
AI SE......  0.062767 
T-stat.....  -6.429 
p.val......  1.2849e-10 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  708 


Estimate...  -0.44287 
AI SE......  0.1381 
T-stat.....  -3.2069 
p.val......  0.0013416 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  17889 


Estimate...  -0.4004 
AI SE......  0.047611 
T-stat.....  -8.41 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.4004023


s: 898 

Estimate...  -0.3974 
AI SE......  0.077688 
T-stat.....  -5.1153 
p.val......  3.1324e-07 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  677 


Estimate...  -0.44777 
AI SE......  0.11789 
T-stat.....  -3.7981 
p.val......  0.00014581 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  617 


Estimate...  -0.45179 
AI SE......  0.069593 
T-stat.....  -6.4918 
p.val......  8.4817e-11 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  668 


Estimate...  -0.28800 
AI SE......  0.18442 
T-stat.....  -1.5616 
p.val......  0.11837 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  19748 


Estimate...  -0.40029 
AI SE......  0.064793 
T-stat.....  -6.178 
p.val......  6.4896e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4002935


s: 899 

Estimate...  -0.39343 
AI SE......  0.060927 
T-stat.....  -6.4573 
p.val......  1.0659e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  656 


Estimate...  -0.43691 
AI SE......  0.09028 
T-stat.....  -4.8395 
p.val......  1.3016e-06 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  628 


Estimate...  -0.36635 
AI SE......  0.056751 
T-stat.....  -6.4554 
p.val......  1.0791e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  669 


Estimate...  -0.38565 
AI SE......  0.12081 
T-stat.....  -3.1921 
p.val......  0.0014124 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  19813 


Estimate...  -0.40996 
AI SE......  0.04767 
T-stat.....  -8.5999 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.4099567


s: 900 

Estimate...  -0.37156 
AI SE......  0.083163 
T-stat.....  -4.4678 
p.val......  7.9026e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  655 


Estimate...  -0.44705 
AI SE......  0.15253 
T-stat.....  -2.931 
p.val......  0.003379 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  621 


Estimate...  -0.27218 
AI SE......  0.072283 
T-stat.....  -3.7654 
p.val......  0.00016628 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  671 


Estimate...  -0.39373 
AI SE......  0.14255 
T-stat.....  -2.762 
p.val......  0.0057447 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  18586 


Estimate...  -0.41534 
AI SE......  0.060282 
T-stat.....  -6.8899 
p.val......  5.5826e-12 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.4153372


s: 901 

Estimate...  -0.36538 
AI SE......  0.06272 
T-stat.....  -5.8256 
p.val......  5.6904e-09 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  673 


Estimate...  -0.45233 
AI SE......  0.11662 
T-stat.....  -3.8785 
p.val......  0.00010511 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  570 


Estimate...  -0.32599 
AI SE......  0.06685 
T-stat.....  -4.8764 
p.val......  1.0803e-06 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  675 


Estimate...  -0.54812 
AI SE......  0.13225 
T-stat.....  -4.1444 
p.val......  3.4067e-05 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  20214 


Estimate...  -0.39992 
AI SE......  0.035862 
T-stat.....  -11.152 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  427 

           [,1]
[1,] -0.3999222


s: 902 

Estimate...  -0.42915 
AI SE......  0.067856 
T-stat.....  -6.3244 
p.val......  2.5427e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  611 


Estimate...  -0.66337 
AI SE......  0.12947 
T-stat.....  -5.1237 
p.val......  2.9955e-07 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  601 


Estimate...  -0.39992 
AI SE......  0.064455 
T-stat.....  -6.2047 
p.val......  5.4805e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  663 


Estimate...  -0.55713 
AI SE......  0.16807 
T-stat.....  -3.3148 
p.val......  0.00091711 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  19357 


Estimate...  -0.39122 
AI SE......  0.041935 
T-stat.....  -9.3291 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3912191


s: 903 

Estimate...  -0.40143 
AI SE......  0.067947 
T-stat.....  -5.908 
p.val......  3.4633e-09 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  635 


Estimate...  -0.40539 
AI SE......  0.10590 
T-stat.....  -3.8282 
p.val......  0.00012911 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  579 


Estimate...  -0.38664 
AI SE......  0.060056 
T-stat.....  -6.4381 
p.val......  1.2098e-10 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  686 


Estimate...  -0.26757 
AI SE......  0.11867 
T-stat.....  -2.2548 
p.val......  0.024147 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  23642 


Estimate...  -0.42574 
AI SE......  0.060982 
T-stat.....  -6.9814 
p.val......  2.923e-12 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  434 

           [,1]
[1,] -0.4257385


s: 904 

Estimate...  -0.41226 
AI SE......  0.061732 
T-stat.....  -6.6783 
p.val......  2.4174e-11 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  624 


Estimate...  -0.49574 
AI SE......  0.10799 
T-stat.....  -4.5907 
p.val......  4.417e-06 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  558 


Estimate...  -0.37246 
AI SE......  0.058815 
T-stat.....  -6.3328 
p.val......  2.4073e-10 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  629 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.17286 
AI SE......  0.044714 
T-stat.....  -3.8659 
p.val......  0.00011067 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  244959 


Estimate...  -0.39974 
AI SE......  0.051238 
T-stat.....  -7.8017 
p.val......  6.2172e-15 

Original number of observations..............  1000 
Original number of treated obs...............  429 
Matched number of observations...............  429 
Matched number of observations  (unweighted).  429 

           [,1]
[1,] -0.3997425


s: 905 

Estimate...  -0.3443 
AI SE......  0.081868 
T-stat.....  -4.2055 
p.val......  2.6045e-05 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  625 


Estimate...  -0.61119 
AI SE......  0.16102 
T-stat.....  -3.7957 
p.val......  0.00014720 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  573 


Estimate...  -0.33118 
AI SE......  0.058371 
T-stat.....  -5.6737 
p.val......  1.3978e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  671 


Estimate...  -0.53625 
AI SE......  0.17325 
T-stat.....  -3.0952 
p.val......  0.0019669 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  17845 


Estimate...  -0.38593 
AI SE......  0.069961 
T-stat.....  -5.5163 
p.val......  3.4625e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.3859265


s: 906 

Estimate...  -0.35153 
AI SE......  0.081821 
T-stat.....  -4.2963 
p.val......  1.7366e-05 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  639 


Estimate...  -0.29347 
AI SE......  0.14728 
T-stat.....  -1.9926 
p.val......  0.046301 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  575 


Estimate...  -0.33842 
AI SE......  0.070427 
T-stat.....  -4.8052 
p.val......  1.5462e-06 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  666 


Estimate...  -0.35204 
AI SE......  0.15773 
T-stat.....  -2.2319 
p.val......  0.02562 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  22812 


Estimate...  -0.38693 
AI SE......  0.026889 
T-stat.....  -14.390 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  437 

           [,1]
[1,] -0.3869303


s: 907 

Estimate...  -0.43981 
AI SE......  0.07785 
T-stat.....  -5.6495 
p.val......  1.6091e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  661 


Estimate...  -0.46864 
AI SE......  0.12005 
T-stat.....  -3.9036 
p.val......  9.4764e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  614 


Estimate...  -0.39872 
AI SE......  0.068993 
T-stat.....  -5.7792 
p.val......  7.5077e-09 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  673 


Estimate...  -0.63444 
AI SE......  0.14634 
T-stat.....  -4.3353 
p.val......  1.4557e-05 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  17952 


Estimate...  -0.37988 
AI SE......  0.032512 
T-stat.....  -11.684 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.3798769


s: 908 

Estimate...  -0.33116 
AI SE......  0.067866 
T-stat.....  -4.8796 
p.val......  1.063e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  654 


Estimate...  -0.7622 
AI SE......  0.18044 
T-stat.....  -4.2242 
p.val......  2.3978e-05 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  608 


Estimate...  -0.36511 
AI SE......  0.063879 
T-stat.....  -5.7157 
p.val......  1.0927e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  642 


Estimate...  -1.0105 
AI SE......  0.26526 
T-stat.....  -3.8095 
p.val......  0.00013927 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  11073 


Estimate...  -0.41919 
AI SE......  0.061577 
T-stat.....  -6.8076 
p.val......  9.9232e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4191904


s: 909 

Estimate...  -0.57618 
AI SE......  0.074214 
T-stat.....  -7.7638 
p.val......  8.2157e-15 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  628 


Estimate...  -0.42075 
AI SE......  0.14655 
T-stat.....  -2.871 
p.val......  0.0040921 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  572 


Estimate...  -0.46498 
AI SE......  0.061028 
T-stat.....  -7.6191 
p.val......  2.5535e-14 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  664 


Estimate...  -0.18948 
AI SE......  0.12608 
T-stat.....  -1.5029 
p.val......  0.13286 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  19508 


Estimate...  -0.42263 
AI SE......  0.043932 
T-stat.....  -9.62 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  434 

           [,1]
[1,] -0.4226258


s: 910 

Estimate...  -0.33586 
AI SE......  0.067331 
T-stat.....  -4.9882 
p.val......  6.0956e-07 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  635 


Estimate...  -0.38474 
AI SE......  0.13846 
T-stat.....  -2.7788 
p.val......  0.0054561 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  580 


Estimate...  -0.36484 
AI SE......  0.059534 
T-stat.....  -6.1283 
p.val......  8.8825e-10 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  673 


Estimate...  -0.27028 
AI SE......  0.13166 
T-stat.....  -2.0528 
p.val......  0.040094 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  20908 


Estimate...  -0.34087 
AI SE......  0.029701 
T-stat.....  -11.477 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3408679


s: 911 

Estimate...  -0.43615 
AI SE......  0.065904 
T-stat.....  -6.6179 
p.val......  3.6441e-11 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  647 


Estimate...  -0.5048 
AI SE......  0.11690 
T-stat.....  -4.3182 
p.val......  1.5732e-05 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  610 


Estimate...  -0.43195 
AI SE......  0.059894 
T-stat.....  -7.2118 
p.val......  5.52e-13 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  689 


Estimate...  -0.53502 
AI SE......  0.17384 
T-stat.....  -3.0777 
p.val......  0.0020862 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  23595 


Estimate...  -0.43361 
AI SE......  0.050702 
T-stat.....  -8.5521 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4336058


s: 912 

Estimate...  -0.45462 
AI SE......  0.067915 
T-stat.....  -6.6939 
p.val......  2.1736e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  637 


Estimate...  -0.40282 
AI SE......  0.12993 
T-stat.....  -3.1002 
p.val......  0.0019342 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  583 


Estimate...  -0.39136 
AI SE......  0.060201 
T-stat.....  -6.5008 
p.val......  7.9875e-11 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  664 


Estimate...  -0.27103 
AI SE......  0.13589 
T-stat.....  -1.9945 
p.val......  0.046102 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  17326 


Estimate...  -0.37922 
AI SE......  0.043148 
T-stat.....  -8.7889 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.3792245


s: 913 

Estimate...  -0.30804 
AI SE......  0.086346 
T-stat.....  -3.5675 
p.val......  0.00036044 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  635 


Estimate...  -0.48317 
AI SE......  0.12435 
T-stat.....  -3.8857 
p.val......  0.00010204 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  657 


Estimate...  -0.42666 
AI SE......  0.064997 
T-stat.....  -6.5643 
p.val......  5.2288e-11 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  669 


Estimate...  -0.23778 
AI SE......  0.15360 
T-stat.....  -1.5480 
p.val......  0.12162 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  17703 


Estimate...  -0.38426 
AI SE......  0.063276 
T-stat.....  -6.0728 
p.val......  1.2568e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3842649


s: 914 

Estimate...  -0.34459 
AI SE......  0.065927 
T-stat.....  -5.2268 
p.val......  1.7245e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  686 


Estimate...  -0.4581 
AI SE......  0.11305 
T-stat.....  -4.0523 
p.val......  5.0711e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  599 


Estimate...  -0.31161 
AI SE......  0.057049 
T-stat.....  -5.4621 
p.val......  4.7048e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  692 


Estimate...  -0.60954 
AI SE......  0.13850 
T-stat.....  -4.4011 
p.val......  1.0770e-05 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  22529 


Estimate...  -0.40377 
AI SE......  0.057201 
T-stat.....  -7.0587 
p.val......  1.6802e-12 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.4037665


s: 915 

Estimate...  -0.47976 
AI SE......  0.067757 
T-stat.....  -7.0806 
p.val......  1.4349e-12 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  681 


Estimate...  -0.48227 
AI SE......  0.09757 
T-stat.....  -4.9428 
p.val......  7.6993e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  606 


Estimate...  -0.38709 
AI SE......  0.065715 
T-stat.....  -5.8904 
p.val......  3.8529e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  661 


Estimate...  -0.41408 
AI SE......  0.11170 
T-stat.....  -3.707 
p.val......  0.00020975 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  20507 


Estimate...  -0.38271 
AI SE......  0.028917 
T-stat.....  -13.235 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3827073


s: 916 

Estimate...  -0.42528 
AI SE......  0.068222 
T-stat.....  -6.2337 
p.val......  4.5550e-10 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  661 


Estimate...  -0.70547 
AI SE......  0.14546 
T-stat.....  -4.8499 
p.val......  1.2349e-06 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  558 


Estimate...  -0.35359 
AI SE......  0.060726 
T-stat.....  -5.8227 
p.val......  5.7915e-09 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  625 


Estimate...  -0.3223 
AI SE......  0.20656 
T-stat.....  -1.5603 
p.val......  0.11869 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  8902 


Estimate...  -0.37142 
AI SE......  0.044863 
T-stat.....  -8.279 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  451 
Matched number of observations...............  451 
Matched number of observations  (unweighted).  451 

           [,1]
[1,] -0.3714193


s: 917 

Estimate...  -0.37948 
AI SE......  0.07398 
T-stat.....  -5.1295 
p.val......  2.9046e-07 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  647 


Estimate...  -0.61204 
AI SE......  0.16223 
T-stat.....  -3.7726 
p.val......  0.00016157 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  599 


Estimate...  -0.41211 
AI SE......  0.0754 
T-stat.....  -5.4657 
p.val......  4.611e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  656 


Estimate...  -0.31383 
AI SE......  0.19508 
T-stat.....  -1.6087 
p.val......  0.10768 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  17667 


Estimate...  -0.37777 
AI SE......  0.06198 
T-stat.....  -6.095 
p.val......  1.0948e-09 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3777652


s: 918 

Estimate...  -0.39579 
AI SE......  0.070282 
T-stat.....  -5.6314 
p.val......  1.7875e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  666 


Estimate...  -0.64177 
AI SE......  0.13173 
T-stat.....  -4.8718 
p.val......  1.1060e-06 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  587 


Estimate...  -0.39450 
AI SE......  0.059801 
T-stat.....  -6.5969 
p.val......  4.1977e-11 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  672 


Estimate...  -0.52716 
AI SE......  0.15875 
T-stat.....  -3.3207 
p.val......  0.00089792 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  19466 


Estimate...  -0.37659 
AI SE......  0.046389 
T-stat.....  -8.118 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3765882


s: 919 

Estimate...  -0.3854 
AI SE......  0.074088 
T-stat.....  -5.202 
p.val......  1.9720e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  678 


Estimate...  -0.46005 
AI SE......  0.124 
T-stat.....  -3.7101 
p.val......  0.00020718 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  577 


Estimate...  -0.45523 
AI SE......  0.070984 
T-stat.....  -6.4131 
p.val......  1.4258e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  665 


Estimate...  -0.35095 
AI SE......  0.13968 
T-stat.....  -2.5125 
p.val......  0.011987 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  19439 


Estimate...  -0.38079 
AI SE......  0.038881 
T-stat.....  -9.7939 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3807912


s: 920 

Estimate...  -0.39072 
AI SE......  0.068562 
T-stat.....  -5.6988 
p.val......  1.2069e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  677 


Estimate...  -0.44328 
AI SE......  0.11388 
T-stat.....  -3.8926 
p.val......  9.9194e-05 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  605 


Estimate...  -0.38623 
AI SE......  0.06817 
T-stat.....  -5.6657 
p.val......  1.4639e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  679 


Estimate...  -0.40917 
AI SE......  0.15197 
T-stat.....  -2.6924 
p.val......  0.0070939 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  24672 


Estimate...  -0.39332 
AI SE......  0.047452 
T-stat.....  -8.2889 
p.val......  2.2204e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.3933198


s: 921 

Estimate...  -0.4479 
AI SE......  0.073665 
T-stat.....  -6.0802 
p.val......  1.2003e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  671 


Estimate...  -0.44735 
AI SE......  0.11609 
T-stat.....  -3.8535 
p.val......  0.00011644 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  621 


Estimate...  -0.31982 
AI SE......  0.069427 
T-stat.....  -4.6066 
p.val......  4.0923e-06 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  704 


Estimate...  -0.26835 
AI SE......  0.15566 
T-stat.....  -1.7240 
p.val......  0.084716 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  17381 


Estimate...  -0.37456 
AI SE......  0.037763 
T-stat.....  -9.9187 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.3745591


s: 922 

Estimate...  -0.44856 
AI SE......  0.080003 
T-stat.....  -5.6068 
p.val......  2.0608e-08 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  666 


Estimate...  -0.45145 
AI SE......  0.11283 
T-stat.....  -4.0012 
p.val......  6.302e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  592 


Estimate...  -0.32991 
AI SE......  0.068153 
T-stat.....  -4.8408 
p.val......  1.2932e-06 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  693 


Estimate...  -0.40371 
AI SE......  0.15003 
T-stat.....  -2.6909 
p.val......  0.007127 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  15149 


Estimate...  -0.3434 
AI SE......  0.031784 
T-stat.....  -10.804 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3434024


s: 923 

Estimate...  -0.43043 
AI SE......  0.065542 
T-stat.....  -6.5672 
p.val......  5.1269e-11 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  678 


Estimate...  -0.40663 
AI SE......  0.12913 
T-stat.....  -3.149 
p.val......  0.0016384 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  606 


Estimate...  -0.36243 
AI SE......  0.068631 
T-stat.....  -5.2809 
p.val......  1.2858e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  689 


Estimate...  -0.5573 
AI SE......  0.13987 
T-stat.....  -3.9846 
p.val......  6.7606e-05 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  19407 


Estimate...  -0.34927 
AI SE......  0.045483 
T-stat.....  -7.6791 
p.val......  1.5987e-14 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.3492662


s: 924 

Estimate...  -0.39174 
AI SE......  0.080848 
T-stat.....  -4.8454 
p.val......  1.2634e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  642 


Estimate...  -0.66407 
AI SE......  0.13431 
T-stat.....  -4.9441 
p.val......  7.6487e-07 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  583 


Estimate...  -0.38178 
AI SE......  0.068435 
T-stat.....  -5.5787 
p.val......  2.4229e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  651 


Estimate...  -0.21467 
AI SE......  0.12766 
T-stat.....  -1.6816 
p.val......  0.092641 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  17852 


Estimate...  -0.40884 
AI SE......  0.059069 
T-stat.....  -6.9213 
p.val......  4.4744e-12 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.4088364


s: 925 

Estimate...  -0.40343 
AI SE......  0.076836 
T-stat.....  -5.2506 
p.val......  1.5163e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  675 


Estimate...  -0.52634 
AI SE......  0.12724 
T-stat.....  -4.1366 
p.val......  3.5252e-05 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  598 


Estimate...  -0.3639 
AI SE......  0.068648 
T-stat.....  -5.301 
p.val......  1.1520e-07 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  711 


Estimate...  -0.63128 
AI SE......  0.17910 
T-stat.....  -3.5247 
p.val......  0.00042397 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  14291 


Estimate...  -0.39632 
AI SE......  0.044769 
T-stat.....  -8.8527 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3963228


s: 926 

Estimate...  -0.39004 
AI SE......  0.071733 
T-stat.....  -5.4374 
p.val......  5.406e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  608 


Estimate...  -0.3547 
AI SE......  0.10990 
T-stat.....  -3.2275 
p.val......  0.0012490 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  602 


Estimate...  -0.41684 
AI SE......  0.062981 
T-stat.....  -6.6185 
p.val......  3.6285e-11 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  673 


Estimate...  -0.25486 
AI SE......  0.14955 
T-stat.....  -1.7042 
p.val......  0.088352 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  21817 


Estimate...  -0.44372 
AI SE......  0.047978 
T-stat.....  -9.2483 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4437191


s: 927 

Estimate...  -0.41588 
AI SE......  0.068428 
T-stat.....  -6.0777 
p.val......  1.2190e-09 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  645 


Estimate...  -0.36219 
AI SE......  0.12416 
T-stat.....  -2.9172 
p.val......  0.003532 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  578 


Estimate...  -0.4423 
AI SE......  0.062955 
T-stat.....  -7.0257 
p.val......  2.1299e-12 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  658 


Estimate...  -0.3975 
AI SE......  0.12399 
T-stat.....  -3.2059 
p.val......  0.0013462 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  20845 


Estimate...  -0.41122 
AI SE......  0.046356 
T-stat.....  -8.871 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4112228


s: 928 

Estimate...  -0.52039 
AI SE......  0.0806 
T-stat.....  -6.4564 
p.val......  1.0721e-10 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  638 


Estimate...  -0.33680 
AI SE......  0.13315 
T-stat.....  -2.5295 
p.val......  0.011423 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  594 


Estimate...  -0.22884 
AI SE......  0.066102 
T-stat.....  -3.462 
p.val......  0.00053623 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  671 


Estimate...  -0.20845 
AI SE......  0.12587 
T-stat.....  -1.6560 
p.val......  0.097717 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  21216 


Estimate...  -0.34168 
AI SE......  0.052174 
T-stat.....  -6.5488 
p.val......  5.8016e-11 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.3416752


s: 929 

Estimate...  -0.40538 
AI SE......  0.066862 
T-stat.....  -6.0629 
p.val......  1.3367e-09 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  611 


Estimate...  -0.31737 
AI SE......  0.10755 
T-stat.....  -2.951 
p.val......  0.0031674 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  571 


Estimate...  -0.33528 
AI SE......  0.060837 
T-stat.....  -5.5112 
p.val......  3.5641e-08 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  657 


Estimate...  -0.28009 
AI SE......  0.15943 
T-stat.....  -1.7569 
p.val......  0.078938 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  17614 


Estimate...  -0.37823 
AI SE......  0.040846 
T-stat.....  -9.2598 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  430 
Matched number of observations...............  430 
Matched number of observations  (unweighted).  430 

           [,1]
[1,] -0.3782301


s: 930 

Estimate...  -0.37324 
AI SE......  0.072689 
T-stat.....  -5.1347 
p.val......  2.8252e-07 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  630 


Estimate...  -0.45774 
AI SE......  0.11288 
T-stat.....  -4.0552 
p.val......  5.0093e-05 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  581 


Estimate...  -0.36405 
AI SE......  0.065493 
T-stat.....  -5.5586 
p.val......  2.719e-08 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  639 


Estimate...  -0.76638 
AI SE......  0.15399 
T-stat.....  -4.9769 
p.val......  6.4602e-07 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  14335 


Estimate...  -0.38524 
AI SE......  0.05533 
T-stat.....  -6.9627 
p.val......  3.3371e-12 

Original number of observations..............  1000 
Original number of treated obs...............  434 
Matched number of observations...............  434 
Matched number of observations  (unweighted).  434 

           [,1]
[1,] -0.3852449


s: 931 

Estimate...  -0.42096 
AI SE......  0.07902 
T-stat.....  -5.3272 
p.val......  9.9725e-08 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  621 


Estimate...  -0.48587 
AI SE......  0.14899 
T-stat.....  -3.2612 
p.val......  0.0011094 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  606 


Estimate...  -0.38409 
AI SE......  0.072146 
T-stat.....  -5.3238 
p.val......  1.016e-07 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  684 


Estimate...  -0.25477 
AI SE......  0.18573 
T-stat.....  -1.3717 
p.val......  0.17016 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  15842 


Estimate...  -0.42370 
AI SE......  0.040211 
T-stat.....  -10.537 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4237044


s: 932 

Estimate...  -0.39333 
AI SE......  0.080839 
T-stat.....  -4.8656 
p.val......  1.1410e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  639 


Estimate...  -0.35107 
AI SE......  0.13772 
T-stat.....  -2.5491 
p.val......  0.010801 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  588 


Estimate...  -0.33527 
AI SE......  0.05906 
T-stat.....  -5.6768 
p.val......  1.3723e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  685 


Estimate...  -0.24354 
AI SE......  0.12166 
T-stat.....  -2.0019 
p.val......  0.045299 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  22458 


Estimate...  -0.42233 
AI SE......  0.057779 
T-stat.....  -7.3093 
p.val......  2.6845e-13 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4223274


s: 933 

Estimate...  -0.42076 
AI SE......  0.065008 
T-stat.....  -6.4725 
p.val......  9.641e-11 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  645 


Estimate...  -0.52682 
AI SE......  0.12061 
T-stat.....  -4.3681 
p.val......  1.2531e-05 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  604 


Estimate...  -0.38062 
AI SE......  0.061052 
T-stat.....  -6.2343 
p.val......  4.5377e-10 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  649 


Estimate...  -0.42907 
AI SE......  0.10434 
T-stat.....  -4.1122 
p.val......  3.9189e-05 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  28045 


Estimate...  -0.40792 
AI SE......  0.043212 
T-stat.....  -9.44 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  447 
Matched number of observations...............  447 
Matched number of observations  (unweighted).  447 

           [,1]
[1,] -0.4079246


s: 934 

Estimate...  -0.54361 
AI SE......  0.070523 
T-stat.....  -7.7083 
p.val......  1.2657e-14 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  624 


Estimate...  -0.34211 
AI SE......  0.11075 
T-stat.....  -3.089 
p.val......  0.0020081 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  585 


Estimate...  -0.33981 
AI SE......  0.064214 
T-stat.....  -5.2918 
p.val......  1.211e-07 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  669 


Estimate...  -0.34438 
AI SE......  0.13788 
T-stat.....  -2.4976 
p.val......  0.012503 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  20361 


Estimate...  -0.43872 
AI SE......  0.05562 
T-stat.....  -7.8878 
p.val......  3.1086e-15 

Original number of observations..............  1000 
Original number of treated obs...............  459 
Matched number of observations...............  459 
Matched number of observations  (unweighted).  459 

           [,1]
[1,] -0.4387181


s: 935 

Estimate...  -0.42188 
AI SE......  0.068197 
T-stat.....  -6.1861 
p.val......  6.1672e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  668 


Estimate...  -0.3912 
AI SE......  0.11807 
T-stat.....  -3.3133 
p.val......  0.000922 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  575 


Estimate...  -0.41127 
AI SE......  0.065011 
T-stat.....  -6.3261 
p.val......  2.5137e-10 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  669 


Estimate...  -0.33599 
AI SE......  0.14706 
T-stat.....  -2.2847 
p.val......  0.022331 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  18562 


Estimate...  -0.41634 
AI SE......  0.044067 
T-stat.....  -9.448 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4163432


s: 936 

Estimate...  -0.3278 
AI SE......  0.076295 
T-stat.....  -4.2965 
p.val......  1.7349e-05 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  659 


Estimate...  -0.44348 
AI SE......  0.17482 
T-stat.....  -2.5367 
p.val......  0.011189 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  620 


Estimate...  -0.37238 
AI SE......  0.065832 
T-stat.....  -5.6566 
p.val......  1.5438e-08 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  654 


Estimate...  -0.60628 
AI SE......  0.17857 
T-stat.....  -3.3953 
p.val......  0.00068563 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  14908 


Estimate...  -0.40658 
AI SE......  0.032947 
T-stat.....  -12.341 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.4065831


s: 937 

Estimate...  -0.41038 
AI SE......  0.072743 
T-stat.....  -5.6415 
p.val......  1.6856e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  663 


Estimate...  -0.56594 
AI SE......  0.12218 
T-stat.....  -4.6319 
p.val......  3.6232e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  538 


Estimate...  -0.36262 
AI SE......  0.063843 
T-stat.....  -5.6799 
p.val......  1.3480e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  670 


Estimate...  -0.36055 
AI SE......  0.13826 
T-stat.....  -2.6078 
p.val......  0.0091132 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  20420 


Estimate...  -0.39819 
AI SE......  0.059281 
T-stat.....  -6.717 
p.val......  1.8555e-11 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3981862


s: 938 

Estimate...  -0.42615 
AI SE......  0.079 
T-stat.....  -5.3943 
p.val......  6.8786e-08 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  632 


Estimate...  -0.41574 
AI SE......  0.11984 
T-stat.....  -3.4692 
p.val......  0.0005221 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  567 


Estimate...  -0.33331 
AI SE......  0.069295 
T-stat.....  -4.81 
p.val......  1.5093e-06 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  661 


Estimate...  -0.48928 
AI SE......  0.13605 
T-stat.....  -3.5962 
p.val......  0.00032288 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  22296 


Estimate...  -0.40642 
AI SE......  0.036516 
T-stat.....  -11.130 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  460 
Matched number of observations...............  460 
Matched number of observations  (unweighted).  460 

           [,1]
[1,] -0.4064222


s: 939 

Estimate...  -0.36540 
AI SE......  0.073332 
T-stat.....  -4.9828 
p.val......  6.2678e-07 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  601 


Estimate...  -0.43245 
AI SE......  0.12503 
T-stat.....  -3.4587 
p.val......  0.00054284 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  541 


Estimate...  -0.46452 
AI SE......  0.069906 
T-stat.....  -6.6449 
p.val......  3.0339e-11 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  636 


Estimate...  -0.5056 
AI SE......  0.15083 
T-stat.....  -3.3521 
p.val......  0.00080208 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  16857 


Estimate...  -0.40022 
AI SE......  0.065155 
T-stat.....  -6.1426 
p.val......  8.1167e-10 

Original number of observations..............  1000 
Original number of treated obs...............  427 
Matched number of observations...............  427 
Matched number of observations  (unweighted).  427 

          [,1]
[1,] -0.400224


s: 940 

Estimate...  -0.42033 
AI SE......  0.076942 
T-stat.....  -5.4629 
p.val......  4.6832e-08 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  648 


Estimate...  -0.36079 
AI SE......  0.13068 
T-stat.....  -2.7609 
p.val......  0.0057648 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  590 


Estimate...  -0.30694 
AI SE......  0.067241 
T-stat.....  -4.5647 
p.val......  5.0014e-06 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  643 


Estimate...  -0.58512 
AI SE......  0.16485 
T-stat.....  -3.5495 
p.val......  0.00038602 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  14638 


Estimate...  -0.41051 
AI SE......  0.050888 
T-stat.....  -8.067 
p.val......  6.6613e-16 

Original number of observations..............  1000 
Original number of treated obs...............  478 
Matched number of observations...............  478 
Matched number of observations  (unweighted).  478 

           [,1]
[1,] -0.4105082


s: 941 

Estimate...  -0.41731 
AI SE......  0.088537 
T-stat.....  -4.7133 
p.val......  2.4371e-06 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  670 


Estimate...  -0.50894 
AI SE......  0.16869 
T-stat.....  -3.0171 
p.val......  0.0025520 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  632 


Estimate...  -0.43079 
AI SE......  0.074236 
T-stat.....  -5.803 
p.val......  6.5148e-09 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  698 


Estimate...  -0.10716 
AI SE......  0.13877 
T-stat.....  -0.77219 
p.val......  0.44000 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  21044 


Estimate...  -0.37843 
AI SE......  0.036082 
T-stat.....  -10.488 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  496 
Matched number of observations...............  496 
Matched number of observations  (unweighted).  496 

           [,1]
[1,] -0.3784253


s: 942 

Estimate...  -0.3889 
AI SE......  0.064912 
T-stat.....  -5.9912 
p.val......  2.0827e-09 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  701 


Estimate...  -0.52 
AI SE......  0.13633 
T-stat.....  -3.8143 
p.val......  0.00013659 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  619 


Estimate...  -0.41683 
AI SE......  0.06503 
T-stat.....  -6.4097 
p.val......  1.4578e-10 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  696 


Estimate...  -0.53277 
AI SE......  0.18215 
T-stat.....  -2.9249 
p.val......  0.0034457 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  17832 


Estimate...  -0.43106 
AI SE......  0.056076 
T-stat.....  -7.687 
p.val......  1.5099e-14 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4310583


s: 943 

Estimate...  -0.35732 
AI SE......  0.079468 
T-stat.....  -4.4964 
p.val......  6.9122e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  661 


Estimate...  -0.63619 
AI SE......  0.12359 
T-stat.....  -5.1476 
p.val......  2.6388e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  587 


Estimate...  -0.34654 
AI SE......  0.063164 
T-stat.....  -5.4863 
p.val......  4.1043e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  676 


Estimate...  -0.37317 
AI SE......  0.13396 
T-stat.....  -2.7857 
p.val......  0.0053418 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  21000 


Estimate...  -0.39002 
AI SE......  0.05264 
T-stat.....  -7.4091 
p.val......  1.2723e-13 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3900162


s: 944 

Estimate...  -0.52696 
AI SE......  0.076939 
T-stat.....  -6.849 
p.val......  7.4345e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  664 


Estimate...  -0.49928 
AI SE......  0.12805 
T-stat.....  -3.899 
p.val......  9.6589e-05 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  591 


Estimate...  -0.47508 
AI SE......  0.06808 
T-stat.....  -6.9783 
p.val......  2.9885e-12 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  682 


Estimate...  -0.26838 
AI SE......  0.15399 
T-stat.....  -1.7429 
p.val......  0.081351 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  18914 


Estimate...  -0.44816 
AI SE......  0.037257 
T-stat.....  -12.029 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.4481612


s: 945 

Estimate...  -0.44448 
AI SE......  0.068089 
T-stat.....  -6.528 
p.val......  6.668e-11 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  650 


Estimate...  -0.43735 
AI SE......  0.11923 
T-stat.....  -3.6681 
p.val......  0.00024439 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  583 


Estimate...  -0.37587 
AI SE......  0.05939 
T-stat.....  -6.329 
p.val......  2.468e-10 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  673 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.19673 
AI SE......  0.043587 
T-stat.....  -4.5136 
p.val......  6.3739e-06 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  247975 


Estimate...  -0.38604 
AI SE......  0.040303 
T-stat.....  -9.5785 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3860417


s: 946 

Estimate...  -0.38387 
AI SE......  0.075546 
T-stat.....  -5.0813 
p.val......  3.7486e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  659 


Estimate...  -0.58805 
AI SE......  0.13157 
T-stat.....  -4.4694 
p.val......  7.8427e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  594 


Estimate...  -0.34287 
AI SE......  0.066073 
T-stat.....  -5.1893 
p.val......  2.1106e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  682 


Estimate...  -0.23825 
AI SE......  0.20332 
T-stat.....  -1.1718 
p.val......  0.24129 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  18186 


Estimate...  -0.38673 
AI SE......  0.039984 
T-stat.....  -9.6722 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3867318


s: 947 

Estimate...  -0.36409 
AI SE......  0.078909 
T-stat.....  -4.6141 
p.val......  3.9484e-06 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  620 


Estimate...  -0.48494 
AI SE......  0.13367 
T-stat.....  -3.628 
p.val......  0.00028562 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  555 


Estimate...  -0.35268 
AI SE......  0.06406 
T-stat.....  -5.5054 
p.val......  3.6839e-08 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  686 


Estimate...  -0.69686 
AI SE......  0.17171 
T-stat.....  -4.0583 
p.val......  4.9423e-05 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  13581 


Estimate...  -0.39071 
AI SE......  0.044715 
T-stat.....  -8.7377 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  449 
Matched number of observations...............  449 
Matched number of observations  (unweighted).  449 

           [,1]
[1,] -0.3907077


s: 948 

Estimate...  -0.33259 
AI SE......  0.072912 
T-stat.....  -4.5616 
p.val......  5.0764e-06 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  649 


Estimate...  -0.24777 
AI SE......  0.10713 
T-stat.....  -2.3128 
p.val......  0.020734 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  602 


Estimate...  -0.42526 
AI SE......  0.068776 
T-stat.....  -6.1832 
p.val......  6.2821e-10 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  693 


Estimate...  -0.6453 
AI SE......  0.18136 
T-stat.....  -3.5582 
p.val......  0.00037347 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  19106 


Estimate...  -0.37427 
AI SE......  0.042998 
T-stat.....  -8.7046 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  482 
Matched number of observations...............  482 
Matched number of observations  (unweighted).  482 

           [,1]
[1,] -0.3742749


s: 949 

Estimate...  -0.45712 
AI SE......  0.070022 
T-stat.....  -6.5282 
p.val......  6.6544e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  637 


Estimate...  -0.35978 
AI SE......  0.13140 
T-stat.....  -2.7381 
p.val......  0.0061797 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  615 


Estimate...  -0.36295 
AI SE......  0.057693 
T-stat.....  -6.291 
p.val......  3.1542e-10 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  678 


Estimate...  -0.46938 
AI SE......  0.13388 
T-stat.....  -3.5061 
p.val......  0.00045477 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  17979 


Estimate...  -0.39631 
AI SE......  0.044285 
T-stat.....  -8.949 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3963119


s: 950 

Estimate...  -0.44175 
AI SE......  0.07167 
T-stat.....  -6.1637 
p.val......  7.108e-10 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  651 


Estimate...  -0.69736 
AI SE......  0.12609 
T-stat.....  -5.5306 
p.val......  3.1916e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  617 


Estimate...  -0.35156 
AI SE......  0.07045 
T-stat.....  -4.9901 
p.val......  6.0347e-07 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  679 


Estimate...  -0.62587 
AI SE......  0.15788 
T-stat.....  -3.9642 
p.val......  7.3647e-05 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  15805 


Estimate...  -0.40287 
AI SE......  0.032066 
T-stat.....  -12.564 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.4028702


s: 951 

Estimate...  -0.35622 
AI SE......  0.074226 
T-stat.....  -4.7991 
p.val......  1.5941e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  665 


Estimate...  -0.52532 
AI SE......  0.11528 
T-stat.....  -4.5569 
p.val......  5.1912e-06 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  592 


Estimate...  -0.29039 
AI SE......  0.068815 
T-stat.....  -4.2199 
p.val......  2.4439e-05 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  719 


Estimate...  -0.53952 
AI SE......  0.15424 
T-stat.....  -3.4979 
p.val......  0.00046901 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  18519 


Estimate...  -0.4004 
AI SE......  0.049847 
T-stat.....  -8.0327 
p.val......  8.8818e-16 

Original number of observations..............  1000 
Original number of treated obs...............  491 
Matched number of observations...............  491 
Matched number of observations  (unweighted).  491 

           [,1]
[1,] -0.4004035


s: 952 

Estimate...  -0.46831 
AI SE......  0.073339 
T-stat.....  -6.3856 
p.val......  1.7071e-10 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  644 


Estimate...  -0.42927 
AI SE......  0.13898 
T-stat.....  -3.0887 
p.val......  0.0020105 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  587 


Estimate...  -0.37624 
AI SE......  0.064294 
T-stat.....  -5.8518 
p.val......  4.8621e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  654 


Estimate...  -0.34295 
AI SE......  0.13122 
T-stat.....  -2.6136 
p.val......  0.0089586 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  22498 


Estimate...  -0.39087 
AI SE......  0.056739 
T-stat.....  -6.8889 
p.val......  5.6222e-12 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3908698


s: 953 

Estimate...  -0.42442 
AI SE......  0.072942 
T-stat.....  -5.8185 
p.val......  5.9363e-09 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  657 


Estimate...  -0.36511 
AI SE......  0.11804 
T-stat.....  -3.0933 
p.val......  0.0019798 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  575 


Estimate...  -0.36667 
AI SE......  0.064449 
T-stat.....  -5.6893 
p.val......  1.2757e-08 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  686 


Estimate...  -0.41643 
AI SE......  0.13958 
T-stat.....  -2.9834 
p.val......  0.0028510 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  19609 


Estimate...  -0.4206 
AI SE......  0.062732 
T-stat.....  -6.7047 
p.val......  2.0177e-11 

Original number of observations..............  1000 
Original number of treated obs...............  457 
Matched number of observations...............  457 
Matched number of observations  (unweighted).  457 

           [,1]
[1,] -0.4206008


s: 954 

Estimate...  -0.43771 
AI SE......  0.074543 
T-stat.....  -5.872 
p.val......  4.3072e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  647 


Estimate...  -0.31084 
AI SE......  0.10822 
T-stat.....  -2.8724 
p.val......  0.0040734 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  572 


Estimate...  -0.28049 
AI SE......  0.069967 
T-stat.....  -4.0089 
p.val......  6.1007e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  628 


Estimate...  -0.27598 
AI SE......  0.12798 
T-stat.....  -2.1565 
p.val......  0.031045 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  17695 


Estimate...  -0.36632 
AI SE......  0.025108 
T-stat.....  -14.590 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3663164


s: 955 

Estimate...  -0.46015 
AI SE......  0.07048 
T-stat.....  -6.5287 
p.val......  6.6334e-11 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  656 


Estimate...  -0.48347 
AI SE......  0.089553 
T-stat.....  -5.3987 
p.val......  6.711e-08 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  600 


Estimate...  -0.309 
AI SE......  0.058154 
T-stat.....  -5.3135 
p.val......  1.0752e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  660 


Estimate...  -0.47739 
AI SE......  0.11828 
T-stat.....  -4.0360 
p.val......  5.4359e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  22933 


Estimate...  -0.3905 
AI SE......  0.025594 
T-stat.....  -15.257 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3904972


s: 956 

Estimate...  -0.44847 
AI SE......  0.070465 
T-stat.....  -6.3644 
p.val......  1.9604e-10 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  637 


Estimate...  -0.44555 
AI SE......  0.13176 
T-stat.....  -3.3814 
p.val......  0.00072107 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  599 


Estimate...  -0.29204 
AI SE......  0.067027 
T-stat.....  -4.357 
p.val......  1.3183e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  672 


Estimate...  -0.073981 
AI SE......  0.14530 
T-stat.....  -0.50915 
p.val......  0.61065 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  23082 


Estimate...  -0.42425 
AI SE......  0.029136 
T-stat.....  -14.561 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.4242455


s: 957 

Estimate...  -0.42863 
AI SE......  0.081974 
T-stat.....  -5.2288 
p.val......  1.7063e-07 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  647 


Estimate...  -0.60706 
AI SE......  0.15076 
T-stat.....  -4.0266 
p.val......  5.6578e-05 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  637 


Estimate...  -0.27074 
AI SE......  0.069942 
T-stat.....  -3.8709 
p.val......  0.00010842 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  665 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.25063 
AI SE......  0.046610 
T-stat.....  -5.377 
p.val......  7.5717e-08 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  247696 


Estimate...  -0.36811 
AI SE......  0.063815 
T-stat.....  -5.7684 
p.val......  8.0027e-09 

Original number of observations..............  1000 
Original number of treated obs...............  452 
Matched number of observations...............  452 
Matched number of observations  (unweighted).  452 

           [,1]
[1,] -0.3681122


s: 958 

Estimate...  -0.44578 
AI SE......  0.07763 
T-stat.....  -5.7423 
p.val......  9.3381e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  684 


Estimate...  -0.49728 
AI SE......  0.14449 
T-stat.....  -3.4416 
p.val......  0.0005782 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  590 


Estimate...  -0.42163 
AI SE......  0.070523 
T-stat.....  -5.9786 
p.val......  2.2511e-09 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  648 


Estimate...  -0.6092 
AI SE......  0.14433 
T-stat.....  -4.2209 
p.val......  2.4335e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  19641 


Estimate...  -0.43181 
AI SE......  0.048572 
T-stat.....  -8.89 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

          [,1]
[1,] -0.431809


s: 959 

Estimate...  -0.44804 
AI SE......  0.07225 
T-stat.....  -6.2012 
p.val......  5.6027e-10 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  624 


Estimate...  -0.62465 
AI SE......  0.12015 
T-stat.....  -5.1991 
p.val......  2.0021e-07 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  583 


Estimate...  -0.41036 
AI SE......  0.069216 
T-stat.....  -5.9287 
p.val......  3.0532e-09 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  684 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.19528 
AI SE......  0.045237 
T-stat.....  -4.3167 
p.val......  1.5836e-05 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  246279 


Estimate...  -0.42679 
AI SE......  0.052355 
T-stat.....  -8.1519 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  439 
Matched number of observations...............  439 
Matched number of observations  (unweighted).  439 

           [,1]
[1,] -0.4267931


s: 960 

Estimate...  -0.36656 
AI SE......  0.071207 
T-stat.....  -5.1478 
p.val......  2.6356e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  652 


Estimate...  -0.51216 
AI SE......  0.12319 
T-stat.....  -4.1575 
p.val......  3.2169e-05 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  630 


Estimate...  -0.33118 
AI SE......  0.063576 
T-stat.....  -5.2092 
p.val......  1.8961e-07 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  703 


Estimate...  -0.37307 
AI SE......  0.15392 
T-stat.....  -2.4238 
p.val......  0.015360 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  20840 


Estimate...  -0.43171 
AI SE......  0.047311 
T-stat.....  -9.125 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  470 
Matched number of observations...............  470 
Matched number of observations  (unweighted).  470 

           [,1]
[1,] -0.4317098


s: 961 

Estimate...  -0.4475 
AI SE......  0.07277 
T-stat.....  -6.1496 
p.val......  7.7677e-10 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  669 


Estimate...  -0.50716 
AI SE......  0.12196 
T-stat.....  -4.1584 
p.val......  3.2042e-05 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  592 


Estimate...  -0.38498 
AI SE......  0.063479 
T-stat.....  -6.0647 
p.val......  1.3220e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  687 


Estimate...  -0.55851 
AI SE......  0.17359 
T-stat.....  -3.2174 
p.val......  0.0012934 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  14625 


Estimate...  -0.37997 
AI SE......  0.026066 
T-stat.....  -14.577 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3799671


s: 962 

Estimate...  -0.45838 
AI SE......  0.069635 
T-stat.....  -6.5826 
p.val......  4.6227e-11 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  646 


Estimate...  -0.46270 
AI SE......  0.12495 
T-stat.....  -3.7031 
p.val......  0.00021294 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  570 


Estimate...  -0.32947 
AI SE......  0.062341 
T-stat.....  -5.2849 
p.val......  1.2577e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  678 


Estimate...  -0.53495 
AI SE......  0.12015 
T-stat.....  -4.4525 
p.val......  8.4895e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  22840 


Estimate...  -0.36787 
AI SE......  0.030175 
T-stat.....  -12.191 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3678713


s: 963 

Estimate...  -0.41994 
AI SE......  0.072633 
T-stat.....  -5.7816 
p.val......  7.3993e-09 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  634 


Estimate...  -0.76236 
AI SE......  0.11753 
T-stat.....  -6.4863 
p.val......  8.7979e-11 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  569 


Estimate...  -0.28112 
AI SE......  0.063808 
T-stat.....  -4.4057 
p.val......  1.0546e-05 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  658 


Estimate...  -0.26572 
AI SE......  0.21019 
T-stat.....  -1.2642 
p.val......  0.20615 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  18651 


Estimate...  -0.40369 
AI SE......  0.053604 
T-stat.....  -7.531 
p.val......  5.0404e-14 

Original number of observations..............  1000 
Original number of treated obs...............  437 
Matched number of observations...............  437 
Matched number of observations  (unweighted).  437 

           [,1]
[1,] -0.4036853


s: 964 

Estimate...  -0.51374 
AI SE......  0.077368 
T-stat.....  -6.6403 
p.val......  3.1309e-11 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  624 


Estimate...  -0.4591 
AI SE......  0.11145 
T-stat.....  -4.1194 
p.val......  3.7988e-05 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  590 


Estimate...  -0.42073 
AI SE......  0.073099 
T-stat.....  -5.7556 
p.val......  8.632e-09 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  711 


Estimate...  -0.57408 
AI SE......  0.12845 
T-stat.....  -4.4694 
p.val......  7.8426e-06 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  18992 


Estimate...  -0.40075 
AI SE......  0.038676 
T-stat.....  -10.362 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4007497


s: 965 

Estimate...  -0.30789 
AI SE......  0.068907 
T-stat.....  -4.4682 
p.val......  7.8873e-06 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  656 


Estimate...  -0.42355 
AI SE......  0.12362 
T-stat.....  -3.4262 
p.val......  0.00061203 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  602 


Estimate...  -0.3918 
AI SE......  0.063697 
T-stat.....  -6.151 
p.val......  7.6984e-10 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  677 


Estimate...  -0.54394 
AI SE......  0.14339 
T-stat.....  -3.7934 
p.val......  0.00014858 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  25082 


Estimate...  -0.36165 
AI SE......  0.044574 
T-stat.....  -8.1134 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3616468


s: 966 

Estimate...  -0.36411 
AI SE......  0.074425 
T-stat.....  -4.8923 
p.val......  9.9675e-07 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  666 


Estimate...  -0.37764 
AI SE......  0.14993 
T-stat.....  -2.5187 
p.val......  0.011778 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  598 


Estimate...  -0.42254 
AI SE......  0.071572 
T-stat.....  -5.9037 
p.val......  3.5546e-09 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  690 


Estimate...  -0.59997 
AI SE......  0.13110 
T-stat.....  -4.5763 
p.val......  4.7328e-06 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  22184 


Estimate...  -0.38027 
AI SE......  0.0408 
T-stat.....  -9.3203 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  467 
Matched number of observations...............  467 
Matched number of observations  (unweighted).  467 

           [,1]
[1,] -0.3802674


s: 967 

Estimate...  -0.45494 
AI SE......  0.089396 
T-stat.....  -5.0891 
p.val......  3.5985e-07 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  631 


Estimate...  -0.47739 
AI SE......  0.15288 
T-stat.....  -3.1226 
p.val......  0.0017928 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  582 


Estimate...  -0.40819 
AI SE......  0.070271 
T-stat.....  -5.8088 
p.val......  6.2937e-09 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  690 


Estimate...  -0.64554 
AI SE......  0.17241 
T-stat.....  -3.7442 
p.val......  0.00018096 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  14305 


Estimate...  -0.35148 
AI SE......  0.024568 
T-stat.....  -14.306 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  471 
Matched number of observations...............  471 
Matched number of observations  (unweighted).  471 

           [,1]
[1,] -0.3514813


s: 968 

Estimate...  -0.4619 
AI SE......  0.065015 
T-stat.....  -7.1045 
p.val......  1.2075e-12 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  649 


Estimate...  -0.3708 
AI SE......  0.09945 
T-stat.....  -3.7285 
p.val......  0.00019264 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  589 


Estimate...  -0.38295 
AI SE......  0.06874 
T-stat.....  -5.5711 
p.val......  2.532e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  660 


Estimate...  -0.38103 
AI SE......  0.12696 
T-stat.....  -3.0011 
p.val......  0.0026898 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  21226 


Estimate...  -0.38067 
AI SE......  0.037817 
T-stat.....  -10.066 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.3806747


s: 969 

Estimate...  -0.48734 
AI SE......  0.0928 
T-stat.....  -5.2515 
p.val......  1.5087e-07 

Original number of observations..............  1000 
Original number of treated obs...............  410 
Matched number of observations...............  410 
Matched number of observations  (unweighted).  587 


Estimate...  -0.33841 
AI SE......  0.14919 
T-stat.....  -2.2682 
p.val......  0.023316 

Original number of observations..............  1000 
Original number of treated obs...............  410 
Matched number of observations...............  410 
Matched number of observations  (unweighted).  539 


Estimate...  -0.33421 
AI SE......  0.065322 
T-stat.....  -5.1163 
p.val......  3.116e-07 

Original number of observations..............  1000 
Original number of treated obs...............  410 
Matched number of observations...............  410 
Matched number of observations  (unweighted).  627 


Estimate...  -0.36247 
AI SE......  0.14475 
T-stat.....  -2.5041 
p.val......  0.012276 

Original number of observations..............  1000 
Original number of treated obs...............  410 
Matched number of observations...............  410 
Matched number of observations  (unweighted).  20214 


Estimate...  -0.34437 
AI SE......  0.02592 
T-stat.....  -13.286 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  410 
Matched number of observations...............  410 
Matched number of observations  (unweighted).  410 

           [,1]
[1,] -0.3443668


s: 970 

Estimate...  -0.45611 
AI SE......  0.060872 
T-stat.....  -7.493 
p.val......  6.728e-14 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  670 


Estimate...  -0.53063 
AI SE......  0.12627 
T-stat.....  -4.2023 
p.val......  2.6417e-05 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  596 


Estimate...  -0.32442 
AI SE......  0.058806 
T-stat.....  -5.5167 
p.val......  3.4538e-08 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  692 


Estimate...  -0.39829 
AI SE......  0.14305 
T-stat.....  -2.7842 
p.val......  0.0053656 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  20365 


Estimate...  -0.41589 
AI SE......  0.044669 
T-stat.....  -9.3103 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  488 
Matched number of observations...............  488 
Matched number of observations  (unweighted).  488 

           [,1]
[1,] -0.4158868


s: 971 

Estimate...  -0.47943 
AI SE......  0.072608 
T-stat.....  -6.603 
p.val......  4.0276e-11 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  676 


Estimate...  -0.52665 
AI SE......  0.10008 
T-stat.....  -5.2622 
p.val......  1.4234e-07 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  590 


Estimate...  -0.47659 
AI SE......  0.065466 
T-stat.....  -7.2799 
p.val......  3.3418e-13 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  661 


Estimate...  -0.37597 
AI SE......  0.15572 
T-stat.....  -2.4144 
p.val......  0.015759 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  22200 


Estimate...  -0.43234 
AI SE......  0.051479 
T-stat.....  -8.3984 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  472 
Matched number of observations...............  472 
Matched number of observations  (unweighted).  472 

           [,1]
[1,] -0.4323407


s: 972 

Estimate...  -0.55494 
AI SE......  0.074892 
T-stat.....  -7.4099 
p.val......  1.2634e-13 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  644 


Estimate...  -0.46548 
AI SE......  0.13466 
T-stat.....  -3.4566 
p.val......  0.00054705 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  589 


Estimate...  -0.33927 
AI SE......  0.06215 
T-stat.....  -5.4588 
p.val......  4.7943e-08 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  674 


Estimate...  -0.22155 
AI SE......  0.13923 
T-stat.....  -1.5913 
p.val......  0.11155 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  16840 


Estimate...  -0.37055 
AI SE......  0.025065 
T-stat.....  -14.783 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  458 
Matched number of observations...............  458 
Matched number of observations  (unweighted).  458 

           [,1]
[1,] -0.3705506


s: 973 

Estimate...  -0.392 
AI SE......  0.068579 
T-stat.....  -5.716 
p.val......  1.0905e-08 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  629 


Estimate...  -0.41523 
AI SE......  0.14691 
T-stat.....  -2.8265 
p.val......  0.0047061 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  585 


Estimate...  -0.37104 
AI SE......  0.064692 
T-stat.....  -5.7356 
p.val......  9.7183e-09 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  688 


Estimate...  -0.216 
AI SE......  0.16449 
T-stat.....  -1.3132 
p.val......  0.18913 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  18483 


Estimate...  -0.39341 
AI SE......  0.027252 
T-stat.....  -14.436 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  455 
Matched number of observations...............  455 
Matched number of observations  (unweighted).  455 

           [,1]
[1,] -0.3934075


s: 974 

Estimate...  -0.40946 
AI SE......  0.0795 
T-stat.....  -5.1504 
p.val......  2.5987e-07 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  647 


Estimate...  -0.4324 
AI SE......  0.12406 
T-stat.....  -3.4853 
p.val......  0.0004915 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  590 


Estimate...  -0.38043 
AI SE......  0.069477 
T-stat.....  -5.4757 
p.val......  4.3591e-08 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  680 


Estimate...  -0.043557 
AI SE......  0.15779 
T-stat.....  -0.27604 
p.val......  0.78251 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  19986 


Estimate...  -0.40116 
AI SE......  0.0462 
T-stat.....  -8.6831 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  463 
Matched number of observations...............  463 
Matched number of observations  (unweighted).  463 

           [,1]
[1,] -0.4011622


s: 975 

Estimate...  -0.42717 
AI SE......  0.072454 
T-stat.....  -5.8958 
p.val......  3.7288e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  651 


Estimate...  -0.53359 
AI SE......  0.12121 
T-stat.....  -4.4023 
p.val......  1.0712e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  583 


Estimate...  -0.28019 
AI SE......  0.065915 
T-stat.....  -4.2508 
p.val......  2.1299e-05 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  670 


Estimate...  -0.51719 
AI SE......  0.10609 
T-stat.....  -4.8749 
p.val......  1.0887e-06 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  15309 


Estimate...  -0.37249 
AI SE......  0.062488 
T-stat.....  -5.961 
p.val......  2.5064e-09 

Original number of observations..............  1000 
Original number of treated obs...............  456 
Matched number of observations...............  456 
Matched number of observations  (unweighted).  456 

           [,1]
[1,] -0.3724933


s: 976 

Estimate...  -0.4249 
AI SE......  0.073444 
T-stat.....  -5.7853 
p.val......  7.2378e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  705 


Estimate...  -0.59221 
AI SE......  0.14043 
T-stat.....  -4.2171 
p.val......  2.4745e-05 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  622 


Estimate...  -0.41967 
AI SE......  0.07265 
T-stat.....  -5.7766 
p.val......  7.6208e-09 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  720 


Estimate...  -0.5021 
AI SE......  0.13547 
T-stat.....  -3.7065 
p.val......  0.00021016 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  22981 


Estimate...  -0.40786 
AI SE......  0.060119 
T-stat.....  -6.7842 
p.val......  1.1670e-11 

Original number of observations..............  1000 
Original number of treated obs...............  498 
Matched number of observations...............  498 
Matched number of observations  (unweighted).  499 

           [,1]
[1,] -0.4078628


s: 977 

Estimate...  -0.46275 
AI SE......  0.069722 
T-stat.....  -6.6371 
p.val......  3.1995e-11 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  632 


Estimate...  -0.52336 
AI SE......  0.13607 
T-stat.....  -3.8462 
p.val......  0.00011997 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  575 


Estimate...  -0.39602 
AI SE......  0.06117 
T-stat.....  -6.474 
p.val......  9.5427e-11 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  685 

Increasing memory because of ties: allocating a matrix of size 3 times 200000 doubles.
I would be faster with the ties=FALSE option.
Increasing memory because of ties: allocating a matrix of size 3 times 300000 doubles.
I would be faster with the ties=FALSE option.

Estimate...  -0.27736 
AI SE......  0.044385 
T-stat.....  -6.2491 
p.val......  4.1285e-10 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  247296 


Estimate...  -0.43669 
AI SE......  0.057093 
T-stat.....  -7.6488 
p.val......  2.0206e-14 

Original number of observations..............  1000 
Original number of treated obs...............  448 
Matched number of observations...............  448 
Matched number of observations  (unweighted).  448 

           [,1]
[1,] -0.4366929


s: 978 

Estimate...  -0.35434 
AI SE......  0.069454 
T-stat.....  -5.1018 
p.val......  3.3646e-07 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  666 


Estimate...  -0.31281 
AI SE......  0.12094 
T-stat.....  -2.5864 
p.val......  0.0096975 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  580 


Estimate...  -0.30951 
AI SE......  0.06343 
T-stat.....  -4.8796 
p.val......  1.0628e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  690 


Estimate...  -0.4111 
AI SE......  0.16862 
T-stat.....  -2.438 
p.val......  0.014770 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  15898 


Estimate...  -0.38286 
AI SE......  0.032946 
T-stat.....  -11.621 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3828613


s: 979 

Estimate...  -0.41316 
AI SE......  0.073349 
T-stat.....  -5.6328 
p.val......  1.7733e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  656 


Estimate...  -0.52924 
AI SE......  0.15513 
T-stat.....  -3.4116 
p.val......  0.00064572 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  624 


Estimate...  -0.41299 
AI SE......  0.06306 
T-stat.....  -6.5491 
p.val......  5.7893e-11 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  681 


Estimate...  0.0091818 
AI SE......  0.27112 
T-stat.....  0.033866 
p.val......  0.97298 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  12432 


Estimate...  -0.4365 
AI SE......  0.059215 
T-stat.....  -7.3714 
p.val......  1.6875e-13 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.4364975


s: 980 

Estimate...  -0.25219 
AI SE......  0.079917 
T-stat.....  -3.1557 
p.val......  0.0016013 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  661 


Estimate...  -0.49085 
AI SE......  0.18126 
T-stat.....  -2.7081 
p.val......  0.0067675 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  588 


Estimate...  -0.39281 
AI SE......  0.065244 
T-stat.....  -6.0206 
p.val......  1.7373e-09 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  691 


Estimate...  -0.36524 
AI SE......  0.14854 
T-stat.....  -2.4589 
p.val......  0.013938 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  16893 


Estimate...  -0.41222 
AI SE......  0.055517 
T-stat.....  -7.425 
p.val......  1.1280e-13 

Original number of observations..............  1000 
Original number of treated obs...............  480 
Matched number of observations...............  480 
Matched number of observations  (unweighted).  480 

           [,1]
[1,] -0.4122156


s: 981 

Estimate...  -0.45919 
AI SE......  0.068374 
T-stat.....  -6.7159 
p.val......  1.8695e-11 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  677 


Estimate...  -0.4424 
AI SE......  0.11443 
T-stat.....  -3.8663 
p.val......  0.0001105 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  613 


Estimate...  -0.46688 
AI SE......  0.068476 
T-stat.....  -6.8182 
p.val......  9.219e-12 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  726 


Estimate...  -0.30038 
AI SE......  0.13641 
T-stat.....  -2.202 
p.val......  0.027664 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  20933 


Estimate...  -0.41703 
AI SE......  0.049995 
T-stat.....  -8.3414 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  489 
Matched number of observations...............  489 
Matched number of observations  (unweighted).  489 

           [,1]
[1,] -0.4170259


s: 982 

Estimate...  -0.3799 
AI SE......  0.06732 
T-stat.....  -5.6432 
p.val......  1.6691e-08 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  667 


Estimate...  -0.36937 
AI SE......  0.14365 
T-stat.....  -2.5713 
p.val......  0.010131 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  604 


Estimate...  -0.40622 
AI SE......  0.067524 
T-stat.....  -6.0159 
p.val......  1.7886e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  678 


Estimate...  -0.40768 
AI SE......  0.16148 
T-stat.....  -2.5246 
p.val......  0.011584 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  17246 


Estimate...  -0.38411 
AI SE......  0.053002 
T-stat.....  -7.247 
p.val......  4.2588e-13 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

           [,1]
[1,] -0.3841095


s: 983 

Estimate...  -0.41554 
AI SE......  0.076811 
T-stat.....  -5.4099 
p.val......  6.3072e-08 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  637 


Estimate...  -0.25882 
AI SE......  0.094174 
T-stat.....  -2.7483 
p.val......  0.0059901 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  585 


Estimate...  -0.42063 
AI SE......  0.065226 
T-stat.....  -6.4488 
p.val......  1.1276e-10 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  682 


Estimate...  -0.48298 
AI SE......  0.13955 
T-stat.....  -3.4609 
p.val......  0.00053843 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  21625 


Estimate...  -0.42605 
AI SE......  0.061912 
T-stat.....  -6.8816 
p.val......  5.9166e-12 

Original number of observations..............  1000 
Original number of treated obs...............  464 
Matched number of observations...............  464 
Matched number of observations  (unweighted).  464 

           [,1]
[1,] -0.4260543


s: 984 

Estimate...  -0.37773 
AI SE......  0.080965 
T-stat.....  -4.6653 
p.val......  3.0819e-06 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  657 


Estimate...  -0.34734 
AI SE......  0.16496 
T-stat.....  -2.1056 
p.val......  0.035235 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  633 


Estimate...  -0.399 
AI SE......  0.064226 
T-stat.....  -6.2125 
p.val......  5.2152e-10 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  730 


Estimate...  -0.34733 
AI SE......  0.15683 
T-stat.....  -2.2147 
p.val......  0.026782 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  15230 


Estimate...  -0.42346 
AI SE......  0.050917 
T-stat.....  -8.3166 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  494 
Matched number of observations...............  494 
Matched number of observations  (unweighted).  494 

           [,1]
[1,] -0.4234552


s: 985 

Estimate...  -0.40175 
AI SE......  0.063084 
T-stat.....  -6.3685 
p.val......  1.9083e-10 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  651 


Estimate...  -0.50799 
AI SE......  0.09351 
T-stat.....  -5.4324 
p.val......  5.5589e-08 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  598 


Estimate...  -0.34003 
AI SE......  0.059241 
T-stat.....  -5.7398 
p.val......  9.4793e-09 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  692 


Estimate...  -0.42942 
AI SE......  0.13962 
T-stat.....  -3.0756 
p.val......  0.0021007 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  18672 


Estimate...  -0.39539 
AI SE......  0.047644 
T-stat.....  -8.2989 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.3953943


s: 986 

Estimate...  -0.42818 
AI SE......  0.07992 
T-stat.....  -5.3576 
p.val......  8.4315e-08 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  637 


Estimate...  -0.40207 
AI SE......  0.13174 
T-stat.....  -3.052 
p.val......  0.0022731 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  574 


Estimate...  -0.31021 
AI SE......  0.072052 
T-stat.....  -4.3053 
p.val......  1.6676e-05 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  684 


Estimate...  -0.39209 
AI SE......  0.13152 
T-stat.....  -2.9813 
p.val......  0.0028704 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  21054 


Estimate...  -0.37181 
AI SE......  0.045774 
T-stat.....  -8.1227 
p.val......  4.4409e-16 

Original number of observations..............  1000 
Original number of treated obs...............  443 
Matched number of observations...............  443 
Matched number of observations  (unweighted).  443 

           [,1]
[1,] -0.3718056


s: 987 

Estimate...  -0.35947 
AI SE......  0.066064 
T-stat.....  -5.4412 
p.val......  5.2912e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  713 


Estimate...  -0.35346 
AI SE......  0.10982 
T-stat.....  -3.2185 
p.val......  0.0012887 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  602 


Estimate...  -0.34117 
AI SE......  0.063257 
T-stat.....  -5.3935 
p.val......  6.9116e-08 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  703 


Estimate...  -0.48309 
AI SE......  0.14884 
T-stat.....  -3.2458 
p.val......  0.0011714 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  18984 


Estimate...  -0.38916 
AI SE......  0.025037 
T-stat.....  -15.543 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3891642


s: 988 

Estimate...  -0.4502 
AI SE......  0.071206 
T-stat.....  -6.3225 
p.val......  2.5743e-10 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  663 


Estimate...  -0.49017 
AI SE......  0.11686 
T-stat.....  -4.1945 
p.val......  2.7345e-05 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  598 


Estimate...  -0.38459 
AI SE......  0.065296 
T-stat.....  -5.89 
p.val......  3.8609e-09 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  677 


Estimate...  -0.29672 
AI SE......  0.17196 
T-stat.....  -1.7255 
p.val......  0.084445 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  15167 


Estimate...  -0.39509 
AI SE......  0.046204 
T-stat.....  -8.551 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  479 
Matched number of observations...............  479 
Matched number of observations  (unweighted).  479 

           [,1]
[1,] -0.3950908


s: 989 

Estimate...  -0.41594 
AI SE......  0.092169 
T-stat.....  -4.5129 
p.val......  6.3957e-06 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  644 


Estimate...  -0.45137 
AI SE......  0.18733 
T-stat.....  -2.4094 
p.val......  0.015977 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  611 


Estimate...  -0.37555 
AI SE......  0.067398 
T-stat.....  -5.5721 
p.val......  2.5164e-08 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  687 


Estimate...  -0.51771 
AI SE......  0.19180 
T-stat.....  -2.6993 
p.val......  0.0069491 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  11650 


Estimate...  -0.38749 
AI SE......  0.056687 
T-stat.....  -6.8356 
p.val......  8.1681e-12 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.3874901


s: 990 

Estimate...  -0.43438 
AI SE......  0.068249 
T-stat.....  -6.3646 
p.val......  1.9575e-10 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  640 


Estimate...  -0.43957 
AI SE......  0.11971 
T-stat.....  -3.6721 
p.val......  0.00024061 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  552 


Estimate...  -0.40769 
AI SE......  0.068291 
T-stat.....  -5.9699 
p.val......  2.3742e-09 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  663 


Estimate...  -0.28431 
AI SE......  0.16065 
T-stat.....  -1.7697 
p.val......  0.076773 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  21992 


Estimate...  -0.33962 
AI SE......  0.053007 
T-stat.....  -6.4071 
p.val......  1.4829e-10 

Original number of observations..............  1000 
Original number of treated obs...............  444 
Matched number of observations...............  444 
Matched number of observations  (unweighted).  444 

           [,1]
[1,] -0.3396235


s: 991 

Estimate...  -0.42289 
AI SE......  0.072513 
T-stat.....  -5.8319 
p.val......  5.4795e-09 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  643 


Estimate...  -0.54562 
AI SE......  0.11362 
T-stat.....  -4.8022 
p.val......  1.5695e-06 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  603 


Estimate...  -0.37976 
AI SE......  0.060274 
T-stat.....  -6.3005 
p.val......  2.9664e-10 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  689 


Estimate...  -0.27073 
AI SE......  0.13886 
T-stat.....  -1.9497 
p.val......  0.051215 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  17680 


Estimate...  -0.40107 
AI SE......  0.047817 
T-stat.....  -8.3878 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  469 
Matched number of observations...............  469 
Matched number of observations  (unweighted).  469 

           [,1]
[1,] -0.4010738


s: 992 

Estimate...  -0.42005 
AI SE......  0.078017 
T-stat.....  -5.3841 
p.val......  7.2804e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  626 


Estimate...  -0.17794 
AI SE......  0.17656 
T-stat.....  -1.0078 
p.val......  0.31354 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  594 


Estimate...  -0.4837 
AI SE......  0.064033 
T-stat.....  -7.5539 
p.val......  4.2188e-14 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  667 


Estimate...  -0.86279 
AI SE......  0.15097 
T-stat.....  -5.7151 
p.val......  1.0963e-08 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  16158 


Estimate...  -0.39114 
AI SE......  0.033728 
T-stat.....  -11.597 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  473 
Matched number of observations...............  473 
Matched number of observations  (unweighted).  473 

           [,1]
[1,] -0.3911352


s: 993 

Estimate...  -0.3547 
AI SE......  0.080643 
T-stat.....  -4.3984 
p.val......  1.0904e-05 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  629 


Estimate...  -0.38281 
AI SE......  0.13257 
T-stat.....  -2.8876 
p.val......  0.0038821 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  591 


Estimate...  -0.43703 
AI SE......  0.072088 
T-stat.....  -6.0625 
p.val......  1.3401e-09 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  665 


Estimate...  -0.44198 
AI SE......  0.15507 
T-stat.....  -2.8502 
p.val......  0.0043692 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  16996 


Estimate...  -0.41267 
AI SE......  0.041275 
T-stat.....  -9.9982 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  466 
Matched number of observations...............  466 
Matched number of observations  (unweighted).  466 

           [,1]
[1,] -0.4126727


s: 994 

Estimate...  -0.39112 
AI SE......  0.066129 
T-stat.....  -5.9145 
p.val......  3.3292e-09 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  649 


Estimate...  -0.36893 
AI SE......  0.12656 
T-stat.....  -2.9150 
p.val......  0.0035565 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  606 


Estimate...  -0.41471 
AI SE......  0.061728 
T-stat.....  -6.7184 
p.val......  1.8373e-11 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  686 


Estimate...  -0.38092 
AI SE......  0.13211 
T-stat.....  -2.8834 
p.val......  0.003934 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  20004 


Estimate...  -0.37563 
AI SE......  0.059005 
T-stat.....  -6.366 
p.val......  1.9404e-10 

Original number of observations..............  1000 
Original number of treated obs...............  474 
Matched number of observations...............  474 
Matched number of observations  (unweighted).  474 

           [,1]
[1,] -0.3756277


s: 995 

Estimate...  -0.30117 
AI SE......  0.068597 
T-stat.....  -4.3904 
p.val......  1.1314e-05 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  631 


Estimate...  -0.23199 
AI SE......  0.14685 
T-stat.....  -1.5797 
p.val......  0.11417 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  581 


Estimate...  -0.38048 
AI SE......  0.060717 
T-stat.....  -6.2666 
p.val......  3.6912e-10 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  703 


Estimate...  -0.36382 
AI SE......  0.14639 
T-stat.....  -2.4852 
p.val......  0.012947 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  17876 


Estimate...  -0.34200 
AI SE......  0.054769 
T-stat.....  -6.2444 
p.val......  4.2549e-10 

Original number of observations..............  1000 
Original number of treated obs...............  454 
Matched number of observations...............  454 
Matched number of observations  (unweighted).  454 

           [,1]
[1,] -0.3419955


s: 996 

Estimate...  -0.3643 
AI SE......  0.067283 
T-stat.....  -5.4145 
p.val......  6.1473e-08 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  678 


Estimate...  -0.49873 
AI SE......  0.15101 
T-stat.....  -3.3026 
p.val......  0.00095808 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  583 


Estimate...  -0.3612 
AI SE......  0.058674 
T-stat.....  -6.156 
p.val......  7.4612e-10 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  713 


Estimate...  -0.27778 
AI SE......  0.14294 
T-stat.....  -1.9433 
p.val......  0.05198 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  21845 


Estimate...  -0.38454 
AI SE......  0.048076 
T-stat.....  -7.9986 
p.val......  1.3323e-15 

Original number of observations..............  1000 
Original number of treated obs...............  475 
Matched number of observations...............  475 
Matched number of observations  (unweighted).  475 

           [,1]
[1,] -0.3845380


s: 997 

Estimate...  -0.45863 
AI SE......  0.065263 
T-stat.....  -7.0275 
p.val......  2.1032e-12 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  665 


Estimate...  -0.42025 
AI SE......  0.094539 
T-stat.....  -4.4453 
p.val......  8.7757e-06 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  634 


Estimate...  -0.32067 
AI SE......  0.061567 
T-stat.....  -5.2084 
p.val......  1.9044e-07 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  698 


Estimate...  -0.4754 
AI SE......  0.14531 
T-stat.....  -3.2717 
p.val......  0.0010691 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  19289 


Estimate...  -0.39458 
AI SE......  0.03907 
T-stat.....  -10.099 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  465 
Matched number of observations...............  465 
Matched number of observations  (unweighted).  465 

           [,1]
[1,] -0.3945821


s: 998 

Estimate...  -0.41036 
AI SE......  0.082406 
T-stat.....  -4.9797 
p.val......  6.3675e-07 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  647 


Estimate...  -0.51948 
AI SE......  0.11617 
T-stat.....  -4.4719 
p.val......  7.753e-06 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  569 


Estimate...  -0.45481 
AI SE......  0.06469 
T-stat.....  -7.0306 
p.val......  2.0568e-12 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  680 


Estimate...  -0.44761 
AI SE......  0.12848 
T-stat.....  -3.4838 
p.val......  0.00049437 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  19179 


Estimate...  -0.41233 
AI SE......  0.053259 
T-stat.....  -7.742 
p.val......  9.77e-15 

Original number of observations..............  1000 
Original number of treated obs...............  462 
Matched number of observations...............  462 
Matched number of observations  (unweighted).  462 

           [,1]
[1,] -0.4123349


s: 999 

Estimate...  -0.3958 
AI SE......  0.06675 
T-stat.....  -5.9295 
p.val......  3.0383e-09 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  661 


Estimate...  -0.52177 
AI SE......  0.16451 
T-stat.....  -3.1717 
p.val......  0.0015153 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  592 


Estimate...  -0.40809 
AI SE......  0.063047 
T-stat.....  -6.4727 
p.val......  9.625e-11 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  622 


Estimate...  -0.35134 
AI SE......  0.19548 
T-stat.....  -1.7973 
p.val......  0.07229 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  13704 


Estimate...  -0.4187 
AI SE......  0.061101 
T-stat.....  -6.8525 
p.val......  7.2553e-12 

Original number of observations..............  1000 
Original number of treated obs...............  468 
Matched number of observations...............  468 
Matched number of observations  (unweighted).  468 

          [,1]
[1,] -0.418699


s: 1000 

Estimate...  -0.38247 
AI SE......  0.06773 
T-stat.....  -5.647 
p.val......  1.6328e-08 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  652 


Estimate...  -0.5043 
AI SE......  0.10419 
T-stat.....  -4.8403 
p.val......  1.2963e-06 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  634 


Estimate...  -0.34593 
AI SE......  0.066092 
T-stat.....  -5.2341 
p.val......  1.6581e-07 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  652 


Estimate...  -0.5468 
AI SE......  0.13805 
T-stat.....  -3.9608 
p.val......  7.4693e-05 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  22719 


Estimate...  -0.39452 
AI SE......  0.025154 
T-stat.....  -15.684 
p.val......  < 2.22e-16 

Original number of observations..............  1000 
Original number of treated obs...............  461 
Matched number of observations...............  461 
Matched number of observations  (unweighted).  461 

           [,1]
[1,] -0.3945212
There were 50 or more warnings (use warnings() to see the first 50)
> 
> logit.pvals <- matrix(0, nrow=sims.run, ncol=1)
> boost.pvals <- matrix(0, nrow=sims.run, ncol=1)
> forest.pvals <- matrix(0, nrow=sims.run, ncol=1)
> nnet.pvals <- matrix(0, nrow=sims.run, ncol=1)
> genmatch.pvals <- matrix(0, nrow=sims.run, ncol=1)
> 
> for (ii in 1:sims.run)
+   {
+ 
+     logit.pvals[ii] <- logit.bm1[[ii]]$AMsmallest.p.value
+ 
+     boost.pvals[ii] <- boost.bm1[[ii]]$AMsmallest.p.value
+ 
+     forest.pvals[ii] <- forest.bm1[[ii]]$AMsmallest.p.value
+ 
+     nnet.pvals[ii] <- nnet.bm1[[ii]]$AMsmallest.p.value
+ 
+     genmatch.pvals[ii] <- genmatch.bm1[[ii]]$AMsmallest.p.value
+ 
+ 
+   }
> 
> save.image(file="balance3.simsB1.nobs1000.Rdata")
> 
> box.data <- as.real(c(logit.pvals, boost.pvals, forest.pvals, nnet.pvals, genmatch.pvals))
> type <- c(rep(1,sims.run), rep(2,sims.run), rep(3,sims.run), rep(4,sims.run),rep(5,sims.run))
> 
> box.data <- as.data.frame(cbind(as.real(box.data), as.factor(type)))
> 
> pdf(file="balance3.simsB1.nobs1000.pdf")
> boxplot(V1~V2, data=box.data, names=c("logit","BOOST","RFRST","NN","GenMatch"), ylab="p-values")
> dev.off()
null device 
          1 
> 
> #quartz()
> #boxplot(V1~V2, data=box.data, names=c("logit","BOOST","RFRST","NN","GenMatch"), ylab="p-values")
> 
> 
> 
> 
> 
> proc.time()
    user   system  elapsed 
1587.510    5.620 2763.281 
